Overview
Brought to you by YData
Dataset statistics
| Number of variables | 46 |
|---|---|
| Number of observations | 5347 |
| Missing cells | 3815 |
| Missing cells (%) | 1.6% |
| Duplicate rows | 209 |
| Duplicate rows (%) | 3.9% |
| Total size in memory | 1.9 MiB |
| Average record size in memory | 368.0 B |
Variable types
| Categorical | 25 |
|---|---|
| DateTime | 1 |
| Numeric | 19 |
| Text | 1 |
status has constant value "ACTIVO" | Constant |
status_2 has constant value "ACTIVO" | Constant |
clase_sop22 has constant value "J3" | Constant |
clas_sop32 has constant value "K1" | Constant |
| Dataset has 209 (3.9%) duplicate rows | Duplicates |
canal2 is highly overall correlated with canal_sap2 and 12 other fields | High correlation |
canal_sap2 is highly overall correlated with canal2 and 14 other fields | High correlation |
cantidad is highly overall correlated with clasificacion2 and 5 other fields | High correlation |
categoria2 is highly overall correlated with canal2 and 16 other fields | High correlation |
categoria_22 is highly overall correlated with canal2 and 16 other fields | High correlation |
centro_costo_cuenta_clave2 is highly overall correlated with canal2 and 11 other fields | High correlation |
clase_sop2 is highly overall correlated with canal2 and 16 other fields | High correlation |
clasificacion2 is highly overall correlated with canal2 and 19 other fields | High correlation |
codigo_activo2 is highly overall correlated with canal2 and 14 other fields | High correlation |
codigo_producto2 is highly overall correlated with canal2 and 14 other fields | High correlation |
costo_total is highly overall correlated with cantidad and 13 other fields | High correlation |
cuenta_clave2 is highly overall correlated with canal2 and 11 other fields | High correlation |
descripcion_producto2 is highly overall correlated with canal2 and 14 other fields | High correlation |
descripcion_tipo_factura2 is highly overall correlated with id_tipo_factura2 | High correlation |
ee_comercio is highly overall correlated with imacec_comercio and 2 other fields | High correlation |
es_festivo is highly overall correlated with tavg and 1 other fields | High correlation |
estimado is highly overall correlated with canal2 and 19 other fields | High correlation |
grado2 is highly overall correlated with canal2 and 16 other fields | High correlation |
icc is highly overall correlated with imce_comercio and 2 other fields | High correlation |
id_tipo_factura2 is highly overall correlated with clasificacion2 and 6 other fields | High correlation |
imacec_comercio is highly overall correlated with ee_comercio and 6 other fields | High correlation |
imacec_general is highly overall correlated with ee_comercio and 2 other fields | High correlation |
imacec_no_minero is highly overall correlated with ee_comercio and 2 other fields | High correlation |
imce_comercio is highly overall correlated with icc and 2 other fields | High correlation |
imce_general is highly overall correlated with icc and 2 other fields | High correlation |
ine_alimentos is highly overall correlated with ine_supermercados | High correlation |
ine_supermercados is highly overall correlated with ine_alimentos | High correlation |
linea2 is highly overall correlated with canal_sap2 and 17 other fields | High correlation |
marca2 is highly overall correlated with canal2 and 16 other fields | High correlation |
pib is highly overall correlated with tavg and 1 other fields | High correlation |
stock_disponible_total is highly overall correlated with clasificacion2 and 1 other fields | High correlation |
tavg is highly overall correlated with es_festivo and 5 other fields | High correlation |
tipo_mat2 is highly overall correlated with canal_sap2 and 16 other fields | High correlation |
tmax is highly overall correlated with es_festivo and 4 other fields | High correlation |
tmin is highly overall correlated with imacec_comercio and 3 other fields | High correlation |
tpm is highly overall correlated with icc and 2 other fields | High correlation |
venta_total_neto is highly overall correlated with cantidad and 10 other fields | High correlation |
wspd is highly overall correlated with imacec_comercio and 4 other fields | High correlation |
codigo_producto2 is highly imbalanced (90.9%) | Imbalance |
id_tipo_factura2 is highly imbalanced (87.6%) | Imbalance |
descripcion_tipo_factura2 is highly imbalanced (60.3%) | Imbalance |
grado2 is highly imbalanced (85.4%) | Imbalance |
estimado is highly imbalanced (70.6%) | Imbalance |
clase_sop2 is highly imbalanced (82.6%) | Imbalance |
descripcion_producto2 is highly imbalanced (91.0%) | Imbalance |
clasificacion2 is highly imbalanced (70.6%) | Imbalance |
linea2 is highly imbalanced (78.6%) | Imbalance |
categoria2 is highly imbalanced (82.3%) | Imbalance |
marca2 is highly imbalanced (82.3%) | Imbalance |
categoria_22 is highly imbalanced (85.4%) | Imbalance |
codigo_activo2 is highly imbalanced (90.9%) | Imbalance |
tipo_mat2 is highly imbalanced (79.5%) | Imbalance |
cyber_monday is highly imbalanced (96.3%) | Imbalance |
black_friday is highly imbalanced (96.3%) | Imbalance |
es_festivo is highly imbalanced (67.7%) | Imbalance |
descripcion_tipo_factura2 has 650 (12.2%) missing values | Missing |
numero_documento2 has 2533 (47.4%) missing values | Missing |
clase_sop22 has 277 (5.2%) missing values | Missing |
clas_sop32 has 277 (5.2%) missing values | Missing |
stock_disponible_total has 5235 (97.9%) zeros | Zeros |
cantidad has 2563 (47.9%) zeros | Zeros |
venta_total_neto has 2535 (47.4%) zeros | Zeros |
costo_total has 2565 (48.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-12-11 01:06:31.456725 |
|---|---|
| Analysis finished | 2024-12-11 01:06:51.377654 |
| Duration | 19.92 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
codigo_producto2
Categorical
High correlation  Imbalance 
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| A334 | |
|---|---|
| A183 | 116 |
| A344 | 58 |
| A437 | 18 |
| A363 | 18 |
| Other values (25) | 67 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 19 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | A183 |
|---|---|
| 2nd row | A183 |
| 3rd row | A183 |
| 4th row | A183 |
| 5th row | A183 |
Common Values
| Value | Count | Frequency (%) |
| A334 | 5070 | |
| A183 | 116 | 2.2% |
| A344 | 58 | 1.1% |
| A437 | 18 | 0.3% |
| A363 | 18 | 0.3% |
| A361 | 15 | 0.3% |
| A362 | 14 | 0.3% |
| A448 | 9 | 0.2% |
| A430 | 5 | 0.1% |
| A432 | 3 | 0.1% |
| Other values (20) | 21 | 0.4% |
Length
| Value | Count | Frequency (%) |
| a334 | 5070 | |
| a183 | 116 | 2.2% |
| a344 | 58 | 1.1% |
| a437 | 18 | 0.3% |
| a363 | 18 | 0.3% |
| a361 | 15 | 0.3% |
| a362 | 14 | 0.3% |
| a448 | 9 | 0.2% |
| a430 | 5 | 0.1% |
| a432 | 3 | 0.1% |
| Other values (20) | 21 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 10413 | |
| A | 5347 | |
| 4 | 5246 | |
| 1 | 139 | 0.6% |
| 8 | 129 | 0.6% |
| 6 | 50 | 0.2% |
| 2 | 24 | 0.1% |
| 7 | 21 | 0.1% |
| 0 | 13 | 0.1% |
| 5 | 6 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 21388 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 10413 | |
| A | 5347 | |
| 4 | 5246 | |
| 1 | 139 | 0.6% |
| 8 | 129 | 0.6% |
| 6 | 50 | 0.2% |
| 2 | 24 | 0.1% |
| 7 | 21 | 0.1% |
| 0 | 13 | 0.1% |
| 5 | 6 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 21388 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 10413 | |
| A | 5347 | |
| 4 | 5246 | |
| 1 | 139 | 0.6% |
| 8 | 129 | 0.6% |
| 6 | 50 | 0.2% |
| 2 | 24 | 0.1% |
| 7 | 21 | 0.1% |
| 0 | 13 | 0.1% |
| 5 | 6 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 21388 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 10413 | |
| A | 5347 | |
| 4 | 5246 | |
| 1 | 139 | 0.6% |
| 8 | 129 | 0.6% |
| 6 | 50 | 0.2% |
| 2 | 24 | 0.1% |
| 7 | 21 | 0.1% |
| 0 | 13 | 0.1% |
| 5 | 6 | < 0.1% |
fecha
Date
| Distinct | 543 |
|---|---|
| Distinct (%) | 10.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| Minimum | 2021-02-01 00:00:00 |
|---|---|
| Maximum | 2024-06-19 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
stock_disponible_total
Real number (ℝ)
High correlation  Zeros 
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5636621.4 |
| Minimum | 0 |
|---|---|
| Maximum | 7.44562 × 108 |
| Zeros | 5235 |
| Zeros (%) | 97.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7.44562 × 108 |
| Range | 7.44562 × 108 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 45441388 |
|---|---|
| Coefficient of variation (CV) | 8.061813 |
| Kurtosis | 90.326389 |
| Mean | 5636621.4 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.1185688 |
| Sum | 3.0139015 × 1010 |
| Variance | 2.0649197 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5235 | |
| 10395000 | 10 | 0.2% |
| 364305000 | 10 | 0.2% |
| 212977000 | 7 | 0.1% |
| 539750000 | 6 | 0.1% |
| 535628320 | 5 | 0.1% |
| 78467000 | 5 | 0.1% |
| 16531000 | 3 | 0.1% |
| 26210000 | 2 | < 0.1% |
| 236054000 | 2 | < 0.1% |
| Other values (39) | 62 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 5235 | |
| 295300 | 1 | < 0.1% |
| 10395000 | 10 | 0.2% |
| 10539000 | 1 | < 0.1% |
| 14173000 | 1 | < 0.1% |
| 16531000 | 3 | 0.1% |
| 26210000 | 2 | < 0.1% |
| 78467000 | 5 | 0.1% |
| 138006000 | 1 | < 0.1% |
| 149141000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 744562000 | 1 | < 0.1% |
| 539750000 | 6 | |
| 535628320 | 5 | |
| 525718000 | 2 | < 0.1% |
| 477361000 | 2 | < 0.1% |
| 475624000 | 2 | < 0.1% |
| 446090000 | 2 | < 0.1% |
| 436110680 | 1 | < 0.1% |
| 392507000 | 2 | < 0.1% |
| 384186000 | 2 | < 0.1% |
cantidad
Real number (ℝ)
High correlation  Zeros 
| Distinct | 274 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 922695.97 |
| Minimum | -30960000 |
|---|---|
| Maximum | 30960000 |
| Zeros | 2563 |
| Zeros (%) | 47.9% |
| Negative | 156 |
| Negative (%) | 2.9% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | -30960000 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 150000 |
| 95-th percentile | 2000000 |
| Maximum | 30960000 |
| Range | 61920000 |
| Interquartile range (IQR) | 150000 |
Descriptive statistics
| Standard deviation | 4841929.6 |
|---|---|
| Coefficient of variation (CV) | 5.2475894 |
| Kurtosis | 27.398553 |
| Mean | 922695.97 |
| Median Absolute Deviation (MAD) | 10000 |
| Skewness | 4.4989082 |
| Sum | 4.9336554 × 109 |
| Variance | 2.3444282 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2563 | |
| 100000 | 418 | 7.8% |
| 200000 | 310 | 5.8% |
| 50000 | 259 | 4.8% |
| 300000 | 160 | 3.0% |
| 150000 | 155 | 2.9% |
| 20000 | 145 | 2.7% |
| 1000000 | 144 | 2.7% |
| 30000 | 126 | 2.4% |
| 500000 | 92 | 1.7% |
| Other values (264) | 975 | 18.2% |
| Value | Count | Frequency (%) |
| -30960000 | 1 | < 0.1% |
| -28830000 | 2 | |
| -28660000 | 1 | < 0.1% |
| -28590000 | 1 | < 0.1% |
| -28000000 | 3 | |
| -27740000 | 1 | < 0.1% |
| -26000000 | 1 | < 0.1% |
| -25010000 | 1 | < 0.1% |
| -10000000 | 1 | < 0.1% |
| -3300000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 30960000 | 1 | |
| 30120000 | 1 | |
| 29550000 | 1 | |
| 29530000 | 1 | |
| 29510000 | 1 | |
| 29420000 | 1 | |
| 29320000 | 1 | |
| 29290000 | 1 | |
| 29250000 | 1 | |
| 29210000 | 2 |
venta_total_neto
Real number (ℝ)
High correlation  Zeros 
| Distinct | 565 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2164804 × 1019 |
| Minimum | -1.123848 × 1021 |
|---|---|
| Maximum | 1.6704 × 1021 |
| Zeros | 2535 |
| Zeros (%) | 47.4% |
| Negative | 179 |
| Negative (%) | 3.3% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | -1.123848 × 1021 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.29525 × 1019 |
| 95-th percentile | 1.758 × 1020 |
| Maximum | 1.6704 × 1021 |
| Range | 2.794248 × 1021 |
| Interquartile range (IQR) | 1.29525 × 1019 |
Descriptive statistics
| Standard deviation | 1.7748422 × 1020 |
|---|---|
| Coefficient of variation (CV) | 4.2092979 |
| Kurtosis | 27.371124 |
| Mean | 4.2164804 × 1019 |
| Median Absolute Deviation (MAD) | 1.025 × 1018 |
| Skewness | 4.3535181 |
| Sum | 2.254552 × 1023 |
| Variance | 3.1500649 × 1040 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2535 | |
| 8.64 × 1018 | 225 | 4.2% |
| 1.728 × 1019 | 147 | 2.7% |
| 4.32 × 1018 | 131 | 2.4% |
| 1.025 × 1019 | 109 | 2.0% |
| 2.05 × 1019 | 93 | 1.7% |
| 1.296 × 1019 | 70 | 1.3% |
| 1.728 × 1018 | 66 | 1.2% |
| 5.125 × 1018 | 66 | 1.2% |
| 2.592 × 1019 | 65 | 1.2% |
| Other values (555) | 1840 |
| Value | Count | Frequency (%) |
| -1.123848 × 1021 | 1 | < 0.1% |
| -9.8022 × 1020 | 2 | |
| -9.7444 × 1020 | 1 | < 0.1% |
| -9.7206 × 1020 | 1 | < 0.1% |
| -9.62 × 1020 | 1 | < 0.1% |
| -9.52 × 1020 | 3 | |
| -9.4316 × 1020 | 1 | < 0.1% |
| -8.5034 × 1020 | 1 | < 0.1% |
| -6.105 × 1020 | 1 | < 0.1% |
| -3.5 × 1020 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.6704 × 1021 | 1 | < 0.1% |
| 1.669008 × 1021 | 1 | < 0.1% |
| 1.66054 × 1021 | 1 | < 0.1% |
| 1.6416 × 1021 | 4 | |
| 1.4196 × 1021 | 1 | < 0.1% |
| 1.2768 × 1021 | 1 | < 0.1% |
| 1.123848 × 1021 | 1 | < 0.1% |
| 1.118 × 1021 | 1 | < 0.1% |
| 1.108416 × 1021 | 1 | < 0.1% |
| 1.082367 × 1021 | 1 | < 0.1% |
costo_total
Real number (ℝ)
High correlation  Zeros 
| Distinct | 819 |
|---|---|
| Distinct (%) | 15.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0150122 × 1019 |
| Minimum | -1.3390649 × 1021 |
|---|---|
| Maximum | 3.1154839 × 1021 |
| Zeros | 2565 |
| Zeros (%) | 48.0% |
| Negative | 161 |
| Negative (%) | 3.0% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | -1.3390649 × 1021 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 9.3460982 × 1018 |
| 95-th percentile | 1.3548299 × 1020 |
| Maximum | 3.1154839 × 1021 |
| Range | 4.4545488 × 1021 |
| Interquartile range (IQR) | 9.3460982 × 1018 |
Descriptive statistics
| Standard deviation | 1.4473495 × 1020 |
|---|---|
| Coefficient of variation (CV) | 4.8004765 |
| Kurtosis | 100.62245 |
| Mean | 3.0150122 × 1019 |
| Median Absolute Deviation (MAD) | 6.9130289 × 1017 |
| Skewness | 7.3006018 |
| Sum | 1.612127 × 1023 |
| Variance | 2.0948207 × 1040 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2565 | |
| 5.961039062 × 1018 | 34 | 0.6% |
| 6.378937135 × 1018 | 32 | 0.6% |
| 5.968851689 × 1018 | 27 | 0.5% |
| 7.521857033 × 1018 | 24 | 0.4% |
| 6.10924174 × 1018 | 24 | 0.4% |
| 6.361829068 × 1018 | 23 | 0.4% |
| 6.361219111 × 1018 | 23 | 0.4% |
| 6.362481535 × 1018 | 22 | 0.4% |
| 1.192207812 × 1019 | 22 | 0.4% |
| Other values (809) | 2551 |
| Value | Count | Frequency (%) |
| -1.339064949 × 1021 | 1 | |
| -1.193064 × 1021 | 1 | |
| -1.01752 × 1021 | 2 | |
| -1.0158413 × 1021 | 1 | |
| -6.211670629 × 1020 | 1 | |
| -5.982173952 × 1020 | 1 | |
| -5.768343021 × 1020 | 1 | |
| -5.372641293 × 1020 | 1 | |
| -5.264553012 × 1020 | 1 | |
| -4.487892728 × 1020 | 1 |
| Value | Count | Frequency (%) |
| 3.1154839 × 1021 | 1 | < 0.1% |
| 1.96401373 × 1021 | 5 | |
| 1.962376678 × 1021 | 1 | < 0.1% |
| 1.952420222 × 1021 | 1 | < 0.1% |
| 1.4882601 × 1021 | 1 | < 0.1% |
| 1.3419492 × 1021 | 1 | < 0.1% |
| 1.339064949 × 1021 | 2 | < 0.1% |
| 1.2944182 × 1021 | 1 | < 0.1% |
| 1.239579083 × 1021 | 1 | < 0.1% |
| 1.193063973 × 1021 | 1 | < 0.1% |
id_tipo_factura2
Categorical
High correlation  Imbalance 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 41.9 KiB |
| B1 | |
|---|---|
| B5 | 145 |
| B24 | 83 |
| B8 | 16 |
| B25 | 14 |
| Other values (5) | 30 |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.0183315 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | B1 |
|---|---|
| 2nd row | B24 |
| 3rd row | B24 |
| 4th row | B24 |
| 5th row | B24 |
Common Values
| Value | Count | Frequency (%) |
| B1 | 5058 | |
| B5 | 145 | 2.7% |
| B24 | 83 | 1.6% |
| B8 | 16 | 0.3% |
| B25 | 14 | 0.3% |
| B6 | 11 | 0.2% |
| B4 | 7 | 0.1% |
| B7 | 6 | 0.1% |
| B9 | 5 | 0.1% |
| B33 | 1 | < 0.1% |
| (Missing) | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| b1 | 5058 | |
| b5 | 145 | 2.7% |
| b24 | 83 | 1.6% |
| b8 | 16 | 0.3% |
| b25 | 14 | 0.3% |
| b6 | 11 | 0.2% |
| b4 | 7 | 0.1% |
| b7 | 6 | 0.1% |
| b9 | 5 | 0.1% |
| b33 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 5346 | |
| 1 | 5058 | |
| 5 | 159 | 1.5% |
| 2 | 97 | 0.9% |
| 4 | 90 | 0.8% |
| 8 | 16 | 0.1% |
| 6 | 11 | 0.1% |
| 7 | 6 | 0.1% |
| 9 | 5 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10790 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| B | 5346 | |
| 1 | 5058 | |
| 5 | 159 | 1.5% |
| 2 | 97 | 0.9% |
| 4 | 90 | 0.8% |
| 8 | 16 | 0.1% |
| 6 | 11 | 0.1% |
| 7 | 6 | 0.1% |
| 9 | 5 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10790 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| B | 5346 | |
| 1 | 5058 | |
| 5 | 159 | 1.5% |
| 2 | 97 | 0.9% |
| 4 | 90 | 0.8% |
| 8 | 16 | 0.1% |
| 6 | 11 | 0.1% |
| 7 | 6 | 0.1% |
| 9 | 5 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10790 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| B | 5346 | |
| 1 | 5058 | |
| 5 | 159 | 1.5% |
| 2 | 97 | 0.9% |
| 4 | 90 | 0.8% |
| 8 | 16 | 0.1% |
| 6 | 11 | 0.1% |
| 7 | 6 | 0.1% |
| 9 | 5 | < 0.1% |
| 3 | 2 | < 0.1% |
descripcion_tipo_factura2
Categorical
High correlation  Imbalance  Missing 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 650 |
| Missing (%) | 12.2% |
| Memory size | 41.9 KiB |
| C2 | |
|---|---|
| C1 | |
| C4 | 138 |
| C6 | 30 |
| C10 | 14 |
| Other values (5) | 43 |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.0083032 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | C1 |
|---|---|
| 2nd row | C1 |
| 3rd row | C1 |
| 4th row | C1 |
| 5th row | C1 |
Common Values
| Value | Count | Frequency (%) |
| C2 | 2382 | |
| C1 | 2090 | |
| C4 | 138 | 2.6% |
| C6 | 30 | 0.6% |
| C10 | 14 | 0.3% |
| C20 | 14 | 0.3% |
| C7 | 11 | 0.2% |
| C3 | 7 | 0.1% |
| C12 | 6 | 0.1% |
| C11 | 5 | 0.1% |
| (Missing) | 650 | 12.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| c2 | 2382 | |
| c1 | 2090 | |
| c4 | 138 | 2.9% |
| c6 | 30 | 0.6% |
| c10 | 14 | 0.3% |
| c20 | 14 | 0.3% |
| c7 | 11 | 0.2% |
| c3 | 7 | 0.1% |
| c12 | 6 | 0.1% |
| c11 | 5 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 4697 | |
| 2 | 2402 | |
| 1 | 2120 | |
| 4 | 138 | 1.5% |
| 6 | 30 | 0.3% |
| 0 | 28 | 0.3% |
| 7 | 11 | 0.1% |
| 3 | 7 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9433 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| C | 4697 | |
| 2 | 2402 | |
| 1 | 2120 | |
| 4 | 138 | 1.5% |
| 6 | 30 | 0.3% |
| 0 | 28 | 0.3% |
| 7 | 11 | 0.1% |
| 3 | 7 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9433 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| C | 4697 | |
| 2 | 2402 | |
| 1 | 2120 | |
| 4 | 138 | 1.5% |
| 6 | 30 | 0.3% |
| 0 | 28 | 0.3% |
| 7 | 11 | 0.1% |
| 3 | 7 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9433 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| C | 4697 | |
| 2 | 2402 | |
| 1 | 2120 | |
| 4 | 138 | 1.5% |
| 6 | 30 | 0.3% |
| 0 | 28 | 0.3% |
| 7 | 11 | 0.1% |
| 3 | 7 | 0.1% |
Missing 
| Distinct | 1960 |
|---|---|
| Distinct (%) | 69.7% |
| Missing | 2533 |
| Missing (%) | 47.4% |
| Memory size | 41.9 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 5.2391613 |
| Min length | 1 |
Unique
| Unique | 1947 ? |
|---|---|
| Unique (%) | 69.2% |
Sample
| 1st row | D1 |
|---|---|
| 2nd row | D204015 |
| 3rd row | D204016 |
| 4th row | D204058 |
| 5th row | D204060 |
| Value | Count | Frequency (%) |
| 1 | 825 | |
| d168329 | 8 | 0.3% |
| d213567 | 7 | 0.2% |
| d216837 | 6 | 0.2% |
| d216831 | 3 | 0.1% |
| d193631 | 3 | 0.1% |
| d213743 | 3 | 0.1% |
| d248380 | 2 | 0.1% |
| d242133 | 2 | 0.1% |
| d224845 | 2 | 0.1% |
| Other values (1950) | 1953 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 2996 | |
| 1 | 2000 | |
| D | 1989 | |
| 3 | 1223 | |
| 4 | 1213 | |
| 5 | 1107 | 7.5% |
| 0 | 999 | 6.8% |
| 7 | 892 | 6.1% |
| 6 | 844 | 5.7% |
| 9 | 751 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14743 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 2996 | |
| 1 | 2000 | |
| D | 1989 | |
| 3 | 1223 | |
| 4 | 1213 | |
| 5 | 1107 | 7.5% |
| 0 | 999 | 6.8% |
| 7 | 892 | 6.1% |
| 6 | 844 | 5.7% |
| 9 | 751 | 5.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14743 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 2996 | |
| 1 | 2000 | |
| D | 1989 | |
| 3 | 1223 | |
| 4 | 1213 | |
| 5 | 1107 | 7.5% |
| 0 | 999 | 6.8% |
| 7 | 892 | 6.1% |
| 6 | 844 | 5.7% |
| 9 | 751 | 5.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14743 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 2996 | |
| 1 | 2000 | |
| D | 1989 | |
| 3 | 1223 | |
| 4 | 1213 | |
| 5 | 1107 | 7.5% |
| 0 | 999 | 6.8% |
| 7 | 892 | 6.1% |
| 6 | 844 | 5.7% |
| 9 | 751 | 5.1% |
cuenta_clave2
Categorical
High correlation 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| I1 | |
|---|---|
| I2 | |
| I6 | |
| I4 | 220 |
| I18 | 112 |
| Other values (6) | 186 |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.0389003 |
| Min length | 2 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | I18 |
|---|---|
| 2nd row | I4 |
| 3rd row | I4 |
| 4th row | I4 |
| 5th row | I4 |
Common Values
| Value | Count | Frequency (%) |
| I1 | 3307 | |
| I2 | 817 | 15.3% |
| I6 | 705 | 13.2% |
| I4 | 220 | 4.1% |
| I18 | 112 | 2.1% |
| I5 | 90 | 1.7% |
| I19 | 77 | 1.4% |
| I21 | 13 | 0.2% |
| I14 | 4 | 0.1% |
| I22 | 1 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| i1 | 3307 | |
| i2 | 817 | 15.3% |
| i6 | 705 | 13.2% |
| i4 | 220 | 4.1% |
| i18 | 112 | 2.1% |
| i5 | 90 | 1.7% |
| i19 | 77 | 1.4% |
| i21 | 13 | 0.2% |
| i14 | 4 | 0.1% |
| i22 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 5347 | |
| 1 | 3514 | |
| 2 | 832 | 7.6% |
| 6 | 705 | 6.5% |
| 4 | 224 | 2.1% |
| 8 | 112 | 1.0% |
| 5 | 90 | 0.8% |
| 9 | 77 | 0.7% |
| 0 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10902 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| I | 5347 | |
| 1 | 3514 | |
| 2 | 832 | 7.6% |
| 6 | 705 | 6.5% |
| 4 | 224 | 2.1% |
| 8 | 112 | 1.0% |
| 5 | 90 | 0.8% |
| 9 | 77 | 0.7% |
| 0 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10902 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| I | 5347 | |
| 1 | 3514 | |
| 2 | 832 | 7.6% |
| 6 | 705 | 6.5% |
| 4 | 224 | 2.1% |
| 8 | 112 | 1.0% |
| 5 | 90 | 0.8% |
| 9 | 77 | 0.7% |
| 0 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10902 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| I | 5347 | |
| 1 | 3514 | |
| 2 | 832 | 7.6% |
| 6 | 705 | 6.5% |
| 4 | 224 | 2.1% |
| 8 | 112 | 1.0% |
| 5 | 90 | 0.8% |
| 9 | 77 | 0.7% |
| 0 | 1 | < 0.1% |
centro_costo_cuenta_clave2
Categorical
High correlation 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| J1 | |
|---|---|
| J2 | |
| J6 | |
| J4 | 220 |
| J18 | 112 |
| Other values (6) | 186 |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.0389003 |
| Min length | 2 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | J18 |
|---|---|
| 2nd row | J4 |
| 3rd row | J4 |
| 4th row | J4 |
| 5th row | J4 |
Common Values
| Value | Count | Frequency (%) |
| J1 | 3307 | |
| J2 | 817 | 15.3% |
| J6 | 705 | 13.2% |
| J4 | 220 | 4.1% |
| J18 | 112 | 2.1% |
| J5 | 90 | 1.7% |
| J19 | 77 | 1.4% |
| J21 | 13 | 0.2% |
| J14 | 4 | 0.1% |
| J22 | 1 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| j1 | 3307 | |
| j2 | 817 | 15.3% |
| j6 | 705 | 13.2% |
| j4 | 220 | 4.1% |
| j18 | 112 | 2.1% |
| j5 | 90 | 1.7% |
| j19 | 77 | 1.4% |
| j21 | 13 | 0.2% |
| j14 | 4 | 0.1% |
| j22 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| J | 5347 | |
| 1 | 3514 | |
| 2 | 832 | 7.6% |
| 6 | 705 | 6.5% |
| 4 | 224 | 2.1% |
| 8 | 112 | 1.0% |
| 5 | 90 | 0.8% |
| 9 | 77 | 0.7% |
| 0 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10902 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| J | 5347 | |
| 1 | 3514 | |
| 2 | 832 | 7.6% |
| 6 | 705 | 6.5% |
| 4 | 224 | 2.1% |
| 8 | 112 | 1.0% |
| 5 | 90 | 0.8% |
| 9 | 77 | 0.7% |
| 0 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10902 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| J | 5347 | |
| 1 | 3514 | |
| 2 | 832 | 7.6% |
| 6 | 705 | 6.5% |
| 4 | 224 | 2.1% |
| 8 | 112 | 1.0% |
| 5 | 90 | 0.8% |
| 9 | 77 | 0.7% |
| 0 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10902 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| J | 5347 | |
| 1 | 3514 | |
| 2 | 832 | 7.6% |
| 6 | 705 | 6.5% |
| 4 | 224 | 2.1% |
| 8 | 112 | 1.0% |
| 5 | 90 | 0.8% |
| 9 | 77 | 0.7% |
| 0 | 1 | < 0.1% |
grado2
Categorical
High correlation  Imbalance 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| K39 | |
|---|---|
| K25 | 180 |
| K31 | 29 |
| K50 | 29 |
| K32 | 22 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | K25 |
|---|---|
| 2nd row | K25 |
| 3rd row | K25 |
| 4th row | K25 |
| 5th row | K25 |
Common Values
| Value | Count | Frequency (%) |
| K39 | 5070 | |
| K25 | 180 | 3.4% |
| K31 | 29 | 0.5% |
| K50 | 29 | 0.5% |
| K32 | 22 | 0.4% |
| K29 | 17 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| k39 | 5070 | |
| k25 | 180 | 3.4% |
| k31 | 29 | 0.5% |
| k50 | 29 | 0.5% |
| k32 | 22 | 0.4% |
| k29 | 17 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| K | 5347 | |
| 3 | 5121 | |
| 9 | 5087 | |
| 2 | 219 | 1.4% |
| 5 | 209 | 1.3% |
| 1 | 29 | 0.2% |
| 0 | 29 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16041 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| K | 5347 | |
| 3 | 5121 | |
| 9 | 5087 | |
| 2 | 219 | 1.4% |
| 5 | 209 | 1.3% |
| 1 | 29 | 0.2% |
| 0 | 29 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16041 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| K | 5347 | |
| 3 | 5121 | |
| 9 | 5087 | |
| 2 | 219 | 1.4% |
| 5 | 209 | 1.3% |
| 1 | 29 | 0.2% |
| 0 | 29 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16041 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| K | 5347 | |
| 3 | 5121 | |
| 9 | 5087 | |
| 2 | 219 | 1.4% |
| 5 | 209 | 1.3% |
| 1 | 29 | 0.2% |
| 0 | 29 | 0.2% |
canal2
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| L1 | |
|---|---|
| L2 | |
| L3 | 106 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | L3 |
|---|---|
| 2nd row | L2 |
| 3rd row | L2 |
| 4th row | L2 |
| 5th row | L2 |
Common Values
| Value | Count | Frequency (%) |
| L1 | 3392 | |
| L2 | 1849 | |
| L3 | 106 | 2.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| l1 | 3392 | |
| l2 | 1849 | |
| l3 | 106 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 5347 | |
| 1 | 3392 | |
| 2 | 1849 | 17.3% |
| 3 | 106 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 5347 | |
| 1 | 3392 | |
| 2 | 1849 | 17.3% |
| 3 | 106 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 5347 | |
| 1 | 3392 | |
| 2 | 1849 | 17.3% |
| 3 | 106 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 5347 | |
| 1 | 3392 | |
| 2 | 1849 | 17.3% |
| 3 | 106 | 1.0% |
canal_sap2
Categorical
High correlation 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| M1 | |
|---|---|
| M2 | |
| M4 | |
| M7 | 134 |
| M5 | 106 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M5 |
|---|---|
| 2nd row | M7 |
| 3rd row | M7 |
| 4th row | M7 |
| 5th row | M7 |
Common Values
| Value | Count | Frequency (%) |
| M1 | 3392 | |
| M2 | 1271 | 23.8% |
| M4 | 361 | 6.8% |
| M7 | 134 | 2.5% |
| M5 | 106 | 2.0% |
| M3 | 83 | 1.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| m1 | 3392 | |
| m2 | 1271 | 23.8% |
| m4 | 361 | 6.8% |
| m7 | 134 | 2.5% |
| m5 | 106 | 2.0% |
| m3 | 83 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 5347 | |
| 1 | 3392 | |
| 2 | 1271 | 11.9% |
| 4 | 361 | 3.4% |
| 7 | 134 | 1.3% |
| 5 | 106 | 1.0% |
| 3 | 83 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| M | 5347 | |
| 1 | 3392 | |
| 2 | 1271 | 11.9% |
| 4 | 361 | 3.4% |
| 7 | 134 | 1.3% |
| 5 | 106 | 1.0% |
| 3 | 83 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| M | 5347 | |
| 1 | 3392 | |
| 2 | 1271 | 11.9% |
| 4 | 361 | 3.4% |
| 7 | 134 | 1.3% |
| 5 | 106 | 1.0% |
| 3 | 83 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| M | 5347 | |
| 1 | 3392 | |
| 2 | 1271 | 11.9% |
| 4 | 361 | 3.4% |
| 7 | 134 | 1.3% |
| 5 | 106 | 1.0% |
| 3 | 83 | 0.8% |
status
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| ACTIVO |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ACTIVO |
|---|---|
| 2nd row | ACTIVO |
| 3rd row | ACTIVO |
| 4th row | ACTIVO |
| 5th row | ACTIVO |
Common Values
| Value | Count | Frequency (%) |
| ACTIVO | 5347 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| activo | 5347 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 5347 | |
| C | 5347 | |
| T | 5347 | |
| I | 5347 | |
| V | 5347 | |
| O | 5347 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32082 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 5347 | |
| C | 5347 | |
| T | 5347 | |
| I | 5347 | |
| V | 5347 | |
| O | 5347 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32082 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 5347 | |
| C | 5347 | |
| T | 5347 | |
| I | 5347 | |
| V | 5347 | |
| O | 5347 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32082 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 5347 | |
| C | 5347 | |
| T | 5347 | |
| I | 5347 | |
| V | 5347 | |
| O | 5347 |
status_2
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| ACTIVO |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ACTIVO |
|---|---|
| 2nd row | ACTIVO |
| 3rd row | ACTIVO |
| 4th row | ACTIVO |
| 5th row | ACTIVO |
Common Values
| Value | Count | Frequency (%) |
| ACTIVO | 5347 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| activo | 5347 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 5347 | |
| C | 5347 | |
| T | 5347 | |
| I | 5347 | |
| V | 5347 | |
| O | 5347 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32082 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 5347 | |
| C | 5347 | |
| T | 5347 | |
| I | 5347 | |
| V | 5347 | |
| O | 5347 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32082 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 5347 | |
| C | 5347 | |
| T | 5347 | |
| I | 5347 | |
| V | 5347 | |
| O | 5347 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32082 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 5347 | |
| C | 5347 | |
| T | 5347 | |
| I | 5347 | |
| V | 5347 | |
| O | 5347 |
estimado
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| OK | |
|---|---|
| NO | 277 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NO |
|---|---|
| 2nd row | NO |
| 3rd row | NO |
| 4th row | NO |
| 5th row | NO |
Common Values
| Value | Count | Frequency (%) |
| OK | 5070 | |
| NO | 277 | 5.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ok | 5070 | |
| no | 277 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 5347 | |
| K | 5070 | |
| N | 277 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| O | 5347 | |
| K | 5070 | |
| N | 277 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| O | 5347 | |
| K | 5070 | |
| N | 277 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| O | 5347 | |
| K | 5070 | |
| N | 277 | 2.6% |
clase_sop2
Categorical
High correlation  Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 5 |
| Missing (%) | 0.1% |
| Memory size | 41.9 KiB |
| I13 | |
|---|---|
| I1 | 179 |
| I6 | 77 |
| I2 | 16 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.9490827 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | I1 |
|---|---|
| 2nd row | I1 |
| 3rd row | I1 |
| 4th row | I1 |
| 5th row | I1 |
Common Values
| Value | Count | Frequency (%) |
| I13 | 5070 | |
| I1 | 179 | 3.3% |
| I6 | 77 | 1.4% |
| I2 | 16 | 0.3% |
| (Missing) | 5 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| i13 | 5070 | |
| i1 | 179 | 3.4% |
| i6 | 77 | 1.4% |
| i2 | 16 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 5342 | |
| 1 | 5249 | |
| 3 | 5070 | |
| 6 | 77 | 0.5% |
| 2 | 16 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15754 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| I | 5342 | |
| 1 | 5249 | |
| 3 | 5070 | |
| 6 | 77 | 0.5% |
| 2 | 16 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15754 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| I | 5342 | |
| 1 | 5249 | |
| 3 | 5070 | |
| 6 | 77 | 0.5% |
| 2 | 16 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15754 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| I | 5342 | |
| 1 | 5249 | |
| 3 | 5070 | |
| 6 | 77 | 0.5% |
| 2 | 16 | 0.1% |
descripcion_producto2
Categorical
High correlation  Imbalance 
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| A384 | |
|---|---|
| A33 | 121 |
| A108 | 58 |
| A432 | 18 |
| A146 | 18 |
| Other values (24) | 62 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.9747522 |
| Min length | 3 |
Unique
| Unique | 19 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | A33 |
|---|---|
| 2nd row | A33 |
| 3rd row | A33 |
| 4th row | A33 |
| 5th row | A33 |
Common Values
| Value | Count | Frequency (%) |
| A384 | 5070 | |
| A33 | 121 | 2.3% |
| A108 | 58 | 1.1% |
| A432 | 18 | 0.3% |
| A146 | 18 | 0.3% |
| A143 | 15 | 0.3% |
| A144 | 14 | 0.3% |
| A443 | 9 | 0.2% |
| A128 | 3 | 0.1% |
| A64 | 2 | < 0.1% |
| Other values (19) | 19 | 0.4% |
Length
| Value | Count | Frequency (%) |
| a384 | 5070 | |
| a33 | 121 | 2.3% |
| a108 | 58 | 1.1% |
| a432 | 18 | 0.3% |
| a146 | 18 | 0.3% |
| a143 | 15 | 0.3% |
| a144 | 14 | 0.3% |
| a443 | 9 | 0.2% |
| a128 | 3 | 0.1% |
| a64 | 2 | < 0.1% |
| Other values (19) | 19 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 5357 | |
| A | 5347 | |
| 4 | 5178 | |
| 8 | 5131 | |
| 1 | 118 | 0.6% |
| 0 | 62 | 0.3% |
| 2 | 25 | 0.1% |
| 6 | 23 | 0.1% |
| 9 | 8 | < 0.1% |
| 5 | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 21253 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 5357 | |
| A | 5347 | |
| 4 | 5178 | |
| 8 | 5131 | |
| 1 | 118 | 0.6% |
| 0 | 62 | 0.3% |
| 2 | 25 | 0.1% |
| 6 | 23 | 0.1% |
| 9 | 8 | < 0.1% |
| 5 | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 21253 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 5357 | |
| A | 5347 | |
| 4 | 5178 | |
| 8 | 5131 | |
| 1 | 118 | 0.6% |
| 0 | 62 | 0.3% |
| 2 | 25 | 0.1% |
| 6 | 23 | 0.1% |
| 9 | 8 | < 0.1% |
| 5 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 21253 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 5357 | |
| A | 5347 | |
| 4 | 5178 | |
| 8 | 5131 | |
| 1 | 118 | 0.6% |
| 0 | 62 | 0.3% |
| 2 | 25 | 0.1% |
| 6 | 23 | 0.1% |
| 9 | 8 | < 0.1% |
| 5 | 3 | < 0.1% |
clasificacion2
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| B2 | |
|---|---|
| B1 | 277 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B1 |
|---|---|
| 2nd row | B1 |
| 3rd row | B1 |
| 4th row | B1 |
| 5th row | B1 |
Common Values
| Value | Count | Frequency (%) |
| B2 | 5070 | |
| B1 | 277 | 5.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| b2 | 5070 | |
| b1 | 277 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 5347 | |
| 2 | 5070 | |
| 1 | 277 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| B | 5347 | |
| 2 | 5070 | |
| 1 | 277 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| B | 5347 | |
| 2 | 5070 | |
| 1 | 277 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| B | 5347 | |
| 2 | 5070 | |
| 1 | 277 | 2.6% |
linea2
Categorical
High correlation  Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| C9 | |
|---|---|
| C1 | 196 |
| C2 | 81 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | C1 |
|---|---|
| 2nd row | C1 |
| 3rd row | C1 |
| 4th row | C1 |
| 5th row | C1 |
Common Values
| Value | Count | Frequency (%) |
| C9 | 5070 | |
| C1 | 196 | 3.7% |
| C2 | 81 | 1.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| c9 | 5070 | |
| c1 | 196 | 3.7% |
| c2 | 81 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 5347 | |
| 9 | 5070 | |
| 1 | 196 | 1.8% |
| 2 | 81 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| C | 5347 | |
| 9 | 5070 | |
| 1 | 196 | 1.8% |
| 2 | 81 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| C | 5347 | |
| 9 | 5070 | |
| 1 | 196 | 1.8% |
| 2 | 81 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| C | 5347 | |
| 9 | 5070 | |
| 1 | 196 | 1.8% |
| 2 | 81 | 0.8% |
categoria2
Categorical
High correlation  Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| D21 | |
|---|---|
| D1 | 180 |
| D6 | 81 |
| D2 | 16 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.9481952 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | D1 |
|---|---|
| 2nd row | D1 |
| 3rd row | D1 |
| 4th row | D1 |
| 5th row | D1 |
Common Values
| Value | Count | Frequency (%) |
| D21 | 5070 | |
| D1 | 180 | 3.4% |
| D6 | 81 | 1.5% |
| D2 | 16 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| d21 | 5070 | |
| d1 | 180 | 3.4% |
| d6 | 81 | 1.5% |
| d2 | 16 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 5347 | |
| 1 | 5250 | |
| 2 | 5086 | |
| 6 | 81 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15764 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| D | 5347 | |
| 1 | 5250 | |
| 2 | 5086 | |
| 6 | 81 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15764 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| D | 5347 | |
| 1 | 5250 | |
| 2 | 5086 | |
| 6 | 81 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15764 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| D | 5347 | |
| 1 | 5250 | |
| 2 | 5086 | |
| 6 | 81 | 0.5% |
marca2
Categorical
High correlation  Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| E10 | |
|---|---|
| E1 | 180 |
| E6 | 81 |
| E2 | 16 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.9481952 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | E1 |
|---|---|
| 2nd row | E1 |
| 3rd row | E1 |
| 4th row | E1 |
| 5th row | E1 |
Common Values
| Value | Count | Frequency (%) |
| E10 | 5070 | |
| E1 | 180 | 3.4% |
| E6 | 81 | 1.5% |
| E2 | 16 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| e10 | 5070 | |
| e1 | 180 | 3.4% |
| e6 | 81 | 1.5% |
| e2 | 16 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 5347 | |
| 1 | 5250 | |
| 0 | 5070 | |
| 6 | 81 | 0.5% |
| 2 | 16 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15764 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 5347 | |
| 1 | 5250 | |
| 0 | 5070 | |
| 6 | 81 | 0.5% |
| 2 | 16 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15764 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 5347 | |
| 1 | 5250 | |
| 0 | 5070 | |
| 6 | 81 | 0.5% |
| 2 | 16 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15764 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 5347 | |
| 1 | 5250 | |
| 0 | 5070 | |
| 6 | 81 | 0.5% |
| 2 | 16 | 0.1% |
categoria_22
Categorical
High correlation  Imbalance 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| F41 | |
|---|---|
| F1 | 180 |
| F10 | 29 |
| F11 | 29 |
| F9 | 22 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.9590425 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | F1 |
|---|---|
| 2nd row | F1 |
| 3rd row | F1 |
| 4th row | F1 |
| 5th row | F1 |
Common Values
| Value | Count | Frequency (%) |
| F41 | 5070 | |
| F1 | 180 | 3.4% |
| F10 | 29 | 0.5% |
| F11 | 29 | 0.5% |
| F9 | 22 | 0.4% |
| F4 | 17 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| f41 | 5070 | |
| f1 | 180 | 3.4% |
| f10 | 29 | 0.5% |
| f11 | 29 | 0.5% |
| f9 | 22 | 0.4% |
| f4 | 17 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 5347 | |
| 1 | 5337 | |
| 4 | 5087 | |
| 0 | 29 | 0.2% |
| 9 | 22 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15822 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| F | 5347 | |
| 1 | 5337 | |
| 4 | 5087 | |
| 0 | 29 | 0.2% |
| 9 | 22 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15822 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| F | 5347 | |
| 1 | 5337 | |
| 4 | 5087 | |
| 0 | 29 | 0.2% |
| 9 | 22 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15822 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| F | 5347 | |
| 1 | 5337 | |
| 4 | 5087 | |
| 0 | 29 | 0.2% |
| 9 | 22 | 0.1% |
codigo_activo2
Categorical
High correlation  Imbalance 
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| G361 | |
|---|---|
| G29 | 122 |
| G101 | 58 |
| G403 | 18 |
| G136 | 18 |
| Other values (23) | 61 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.9741911 |
| Min length | 3 |
Unique
| Unique | 18 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | G29 |
|---|---|
| 2nd row | G29 |
| 3rd row | G29 |
| 4th row | G29 |
| 5th row | G29 |
Common Values
| Value | Count | Frequency (%) |
| G361 | 5070 | |
| G29 | 122 | 2.3% |
| G101 | 58 | 1.1% |
| G403 | 18 | 0.3% |
| G136 | 18 | 0.3% |
| G133 | 15 | 0.3% |
| G134 | 14 | 0.3% |
| G414 | 9 | 0.2% |
| G118 | 3 | 0.1% |
| G58 | 2 | < 0.1% |
| Other values (18) | 18 | 0.3% |
Length
| Value | Count | Frequency (%) |
| g361 | 5070 | |
| g29 | 122 | 2.3% |
| g101 | 58 | 1.1% |
| g403 | 18 | 0.3% |
| g136 | 18 | 0.3% |
| g133 | 15 | 0.3% |
| g134 | 14 | 0.3% |
| g414 | 9 | 0.2% |
| g118 | 3 | 0.1% |
| g58 | 2 | < 0.1% |
| Other values (18) | 18 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| G | 5347 | |
| 1 | 5257 | |
| 3 | 5155 | |
| 6 | 5090 | |
| 9 | 126 | 0.6% |
| 2 | 123 | 0.6% |
| 0 | 77 | 0.4% |
| 4 | 55 | 0.3% |
| 8 | 12 | 0.1% |
| 5 | 7 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 21250 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| G | 5347 | |
| 1 | 5257 | |
| 3 | 5155 | |
| 6 | 5090 | |
| 9 | 126 | 0.6% |
| 2 | 123 | 0.6% |
| 0 | 77 | 0.4% |
| 4 | 55 | 0.3% |
| 8 | 12 | 0.1% |
| 5 | 7 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 21250 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| G | 5347 | |
| 1 | 5257 | |
| 3 | 5155 | |
| 6 | 5090 | |
| 9 | 126 | 0.6% |
| 2 | 123 | 0.6% |
| 0 | 77 | 0.4% |
| 4 | 55 | 0.3% |
| 8 | 12 | 0.1% |
| 5 | 7 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 21250 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| G | 5347 | |
| 1 | 5257 | |
| 3 | 5155 | |
| 6 | 5090 | |
| 9 | 126 | 0.6% |
| 2 | 123 | 0.6% |
| 0 | 77 | 0.4% |
| 4 | 55 | 0.3% |
| 8 | 12 | 0.1% |
| 5 | 7 | < 0.1% |
tipo_mat2
Categorical
High correlation  Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 41.9 KiB |
| H3 | |
|---|---|
| H1 | 237 |
| H2 | 40 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | H1 |
|---|---|
| 2nd row | H1 |
| 3rd row | H1 |
| 4th row | H1 |
| 5th row | H1 |
Common Values
| Value | Count | Frequency (%) |
| H3 | 5070 | |
| H1 | 237 | 4.4% |
| H2 | 40 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| h3 | 5070 | |
| h1 | 237 | 4.4% |
| h2 | 40 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| H | 5347 | |
| 3 | 5070 | |
| 1 | 237 | 2.2% |
| 2 | 40 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| H | 5347 | |
| 3 | 5070 | |
| 1 | 237 | 2.2% |
| 2 | 40 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| H | 5347 | |
| 3 | 5070 | |
| 1 | 237 | 2.2% |
| 2 | 40 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10694 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| H | 5347 | |
| 3 | 5070 | |
| 1 | 237 | 2.2% |
| 2 | 40 | 0.4% |
clase_sop22
Categorical
Constant  Missing 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 277 |
| Missing (%) | 5.2% |
| Memory size | 41.9 KiB |
| J3 |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | J3 |
|---|---|
| 2nd row | J3 |
| 3rd row | J3 |
| 4th row | J3 |
| 5th row | J3 |
Common Values
| Value | Count | Frequency (%) |
| J3 | 5070 | |
| (Missing) | 277 | 5.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| j3 | 5070 |
Most occurring characters
| Value | Count | Frequency (%) |
| J | 5070 | |
| 3 | 5070 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10140 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| J | 5070 | |
| 3 | 5070 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10140 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| J | 5070 | |
| 3 | 5070 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10140 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| J | 5070 | |
| 3 | 5070 |
clas_sop32
Categorical
Constant  Missing 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 277 |
| Missing (%) | 5.2% |
| Memory size | 41.9 KiB |
| K1 |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | K1 |
|---|---|
| 2nd row | K1 |
| 3rd row | K1 |
| 4th row | K1 |
| 5th row | K1 |
Common Values
| Value | Count | Frequency (%) |
| K1 | 5070 | |
| (Missing) | 277 | 5.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| k1 | 5070 |
Most occurring characters
| Value | Count | Frequency (%) |
| K | 5070 | |
| 1 | 5070 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10140 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| K | 5070 | |
| 1 | 5070 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10140 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| K | 5070 | |
| 1 | 5070 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10140 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| K | 5070 | |
| 1 | 5070 |
cyber_monday
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Memory size | 41.9 KiB |
| 0.0 | |
|---|---|
| 1.0 | 21 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 5322 | |
| 1.0 | 21 | 0.4% |
| (Missing) | 4 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 5322 | |
| 1.0 | 21 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10665 | |
| . | 5343 | |
| 1 | 21 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16029 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10665 | |
| . | 5343 | |
| 1 | 21 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16029 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10665 | |
| . | 5343 | |
| 1 | 21 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16029 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10665 | |
| . | 5343 | |
| 1 | 21 | 0.1% |
black_friday
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Memory size | 41.9 KiB |
| 0.0 | |
|---|---|
| 1.0 | 21 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 5322 | |
| 1.0 | 21 | 0.4% |
| (Missing) | 4 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 5322 | |
| 1.0 | 21 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10665 | |
| . | 5343 | |
| 1 | 21 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16029 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10665 | |
| . | 5343 | |
| 1 | 21 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16029 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10665 | |
| . | 5343 | |
| 1 | 21 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16029 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10665 | |
| . | 5343 | |
| 1 | 21 | 0.1% |
es_festivo
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Memory size | 41.9 KiB |
| 0.0 | |
|---|---|
| 1.0 | 314 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 5029 | |
| 1.0 | 314 | 5.9% |
| (Missing) | 4 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 5029 | |
| 1.0 | 314 | 5.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10372 | |
| . | 5343 | |
| 1 | 314 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16029 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10372 | |
| . | 5343 | |
| 1 | 314 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16029 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10372 | |
| . | 5343 | |
| 1 | 314 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16029 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 10372 | |
| . | 5343 | |
| 1 | 314 | 2.0% |
ee_comercio
Real number (ℝ)
High correlation 
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11143.967 |
| Minimum | 7445.216 |
|---|---|
| Maximum | 12359.999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | 7445.216 |
|---|---|
| 5-th percentile | 9968.6212 |
| Q1 | 10698.386 |
| median | 11298.868 |
| Q3 | 11553.241 |
| 95-th percentile | 12359.999 |
| Maximum | 12359.999 |
| Range | 4914.7828 |
| Interquartile range (IQR) | 854.85524 |
Descriptive statistics
| Standard deviation | 713.82957 |
|---|---|
| Coefficient of variation (CV) | 0.064055246 |
| Kurtosis | -0.70328304 |
| Mean | 11143.967 |
| Median Absolute Deviation (MAD) | 519.67549 |
| Skewness | -0.27278213 |
| Sum | 59542218 |
| Variance | 509552.65 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11169.79145 | 345 | 6.5% |
| 11524.09431 | 339 | 6.3% |
| 10743.04633 | 315 | 5.9% |
| 11818.54374 | 313 | 5.9% |
| 12175.83687 | 296 | 5.5% |
| 10162.2901 | 288 | 5.4% |
| 11701.73392 | 282 | 5.3% |
| 10920.24966 | 280 | 5.2% |
| 12359.99874 | 278 | 5.2% |
| 11298.86825 | 275 | 5.1% |
| Other values (25) | 2332 |
| Value | Count | Frequency (%) |
| 7445.215981 | 1 | < 0.1% |
| 9340.23361 | 6 | 0.1% |
| 9811.477166 | 259 | |
| 9968.621227 | 117 | |
| 10023.7495 | 4 | 0.1% |
| 10070.52798 | 273 | |
| 10153.75237 | 26 | 0.5% |
| 10162.2901 | 288 | |
| 10189.8859 | 2 | < 0.1% |
| 10390.99176 | 162 |
| Value | Count | Frequency (%) |
| 12359.99874 | 278 | |
| 12175.83687 | 296 | |
| 12092.61387 | 125 | 2.3% |
| 11818.54374 | 313 | |
| 11701.73392 | 282 | |
| 11688.7245 | 9 | 0.2% |
| 11679.97085 | 29 | 0.5% |
| 11553.24134 | 136 | |
| 11524.09431 | 339 | |
| 11519.62721 | 113 | 2.1% |
icc
Real number (ℝ)
High correlation 
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.772438 |
| Minimum | 24.3427 |
|---|---|
| Maximum | 38.7632 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | 24.3427 |
|---|---|
| 5-th percentile | 26.0169 |
| Q1 | 28.9779 |
| median | 30.3134 |
| Q3 | 33.0606 |
| 95-th percentile | 34.258 |
| Maximum | 38.7632 |
| Range | 14.4205 |
| Interquartile range (IQR) | 4.0827 |
Descriptive statistics
| Standard deviation | 2.5355223 |
|---|---|
| Coefficient of variation (CV) | 0.082395883 |
| Kurtosis | -0.78820931 |
| Mean | 30.772438 |
| Median Absolute Deviation (MAD) | 1.912 |
| Skewness | -0.18295197 |
| Sum | 164417.14 |
| Variance | 6.4288731 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28.9779 | 345 | 6.5% |
| 32.7338 | 339 | 6.3% |
| 28.4014 | 315 | 5.9% |
| 33.0606 | 313 | 5.9% |
| 31.2603 | 296 | 5.5% |
| 30.3134 | 288 | 5.4% |
| 33.8365 | 282 | 5.3% |
| 34.1798 | 280 | 5.2% |
| 29.7094 | 278 | 5.2% |
| 34.258 | 275 | 5.1% |
| Other values (25) | 2332 |
| Value | Count | Frequency (%) |
| 24.3427 | 6 | 0.1% |
| 25.5818 | 136 | |
| 25.8171 | 117 | 2.2% |
| 26.0169 | 113 | 2.1% |
| 26.3704 | 99 | 1.9% |
| 27.7105 | 77 | 1.4% |
| 28.1936 | 125 | 2.3% |
| 28.4014 | 315 | |
| 28.6796 | 105 | 2.0% |
| 28.7609 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 38.7632 | 2 | < 0.1% |
| 36.8885 | 4 | 0.1% |
| 36.3435 | 26 | 0.5% |
| 34.9611 | 9 | 0.2% |
| 34.599 | 6 | 0.1% |
| 34.258 | 275 | |
| 34.1798 | 280 | |
| 33.887 | 162 | |
| 33.8365 | 282 | |
| 33.1164 | 272 |
imacec_comercio
Real number (ℝ)
High correlation 
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 110.94681 |
| Minimum | 98.979239 |
|---|---|
| Maximum | 144.90812 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | 98.979239 |
|---|---|
| 5-th percentile | 99.322139 |
| Q1 | 104.12787 |
| median | 109.20138 |
| Q3 | 116.99508 |
| 95-th percentile | 127.09627 |
| Maximum | 144.90812 |
| Range | 45.928876 |
| Interquartile range (IQR) | 12.867204 |
Descriptive statistics
| Standard deviation | 9.2037813 |
|---|---|
| Coefficient of variation (CV) | 0.082956702 |
| Kurtosis | -0.49984159 |
| Mean | 110.94681 |
| Median Absolute Deviation (MAD) | 5.7826587 |
| Skewness | 0.64978071 |
| Sum | 592788.8 |
| Variance | 84.70959 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 105.1948858 | 345 | 6.5% |
| 116.9950758 | 339 | 6.3% |
| 110.4442759 | 315 | 5.9% |
| 113.3612279 | 313 | 5.9% |
| 123.0552463 | 296 | 5.5% |
| 100.6797841 | 288 | 5.4% |
| 104.1278722 | 282 | 5.3% |
| 114.4787998 | 280 | 5.2% |
| 127.0962716 | 278 | 5.2% |
| 125.2755383 | 275 | 5.1% |
| Other values (25) | 2332 |
| Value | Count | Frequency (%) |
| 98.97923873 | 259 | |
| 99.32213905 | 257 | |
| 100.6797841 | 288 | |
| 101.7346627 | 272 | |
| 103.4187246 | 162 | |
| 104.1278722 | 282 | |
| 104.2572439 | 6 | 0.1% |
| 104.8332553 | 5 | 0.1% |
| 105.1948858 | 345 | |
| 105.4043919 | 113 | 2.1% |
| Value | Count | Frequency (%) |
| 144.908115 | 9 | 0.2% |
| 132.5659443 | 125 | |
| 127.0962716 | 278 | |
| 125.2755383 | 275 | |
| 124.8978426 | 29 | 0.5% |
| 124.5061624 | 4 | 0.1% |
| 123.0552463 | 296 | |
| 119.9448786 | 19 | 0.4% |
| 119.6414778 | 105 | 2.0% |
| 117.2338598 | 26 | 0.5% |
imacec_general
Real number (ℝ)
High correlation 
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 108.7317 |
| Minimum | 93.924302 |
|---|---|
| Maximum | 120.21249 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | 93.924302 |
|---|---|
| 5-th percentile | 102.35593 |
| Q1 | 105.03835 |
| median | 107.73843 |
| Q3 | 112.05388 |
| 95-th percentile | 117.38566 |
| Maximum | 120.21249 |
| Range | 26.288189 |
| Interquartile range (IQR) | 7.0155284 |
Descriptive statistics
| Standard deviation | 4.4586516 |
|---|---|
| Coefficient of variation (CV) | 0.041005995 |
| Kurtosis | -0.49246095 |
| Mean | 108.7317 |
| Median Absolute Deviation (MAD) | 2.8257306 |
| Skewness | 0.42521153 |
| Sum | 580953.48 |
| Variance | 19.879574 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 107.0402978 | 345 | 6.5% |
| 114.863457 | 339 | 6.3% |
| 108.0013717 | 315 | 5.9% |
| 111.2184138 | 313 | 5.9% |
| 114.1172433 | 296 | 5.5% |
| 102.3559334 | 288 | 5.4% |
| 112.0538802 | 282 | 5.3% |
| 104.2573099 | 280 | 5.2% |
| 117.3856586 | 278 | 5.2% |
| 107.6344397 | 275 | 5.1% |
| Other values (25) | 2332 |
| Value | Count | Frequency (%) |
| 93.92430184 | 1 | < 0.1% |
| 99.05236949 | 6 | 0.1% |
| 99.67387234 | 117 | |
| 100.1395693 | 6 | 0.1% |
| 102.3559334 | 288 | |
| 103.6627204 | 4 | 0.1% |
| 104.2573099 | 280 | |
| 104.6103544 | 2 | < 0.1% |
| 104.6971191 | 113 | 2.1% |
| 104.9126947 | 162 |
| Value | Count | Frequency (%) |
| 120.212491 | 9 | 0.2% |
| 118.228994 | 125 | 2.3% |
| 117.3856586 | 278 | |
| 115.1952382 | 29 | 0.5% |
| 114.8887802 | 19 | 0.4% |
| 114.863457 | 339 | |
| 114.1172433 | 296 | |
| 112.0538802 | 282 | |
| 111.2184138 | 313 | |
| 110.8928683 | 136 |
imacec_no_minero
Real number (ℝ)
High correlation 
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 112.16644 |
| Minimum | 95.27388 |
|---|---|
| Maximum | 123.28591 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | 95.27388 |
|---|---|
| 5-th percentile | 104.66235 |
| Q1 | 107.86973 |
| median | 111.17488 |
| Q3 | 115.88451 |
| 95-th percentile | 121.11006 |
| Maximum | 123.28591 |
| Range | 28.012034 |
| Interquartile range (IQR) | 8.0147814 |
Descriptive statistics
| Standard deviation | 4.9882263 |
|---|---|
| Coefficient of variation (CV) | 0.044471648 |
| Kurtosis | -0.90480966 |
| Mean | 112.16644 |
| Median Absolute Deviation (MAD) | 3.733904 |
| Skewness | 0.31660179 |
| Sum | 599305.27 |
| Variance | 24.882402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 110.1493188 | 345 | 6.5% |
| 118.8297168 | 339 | 6.3% |
| 112.6344182 | 315 | 5.9% |
| 115.884513 | 313 | 5.9% |
| 119.519957 | 296 | 5.5% |
| 104.6623547 | 288 | 5.4% |
| 115.5507249 | 282 | 5.3% |
| 107.4409766 | 280 | 5.2% |
| 121.1100633 | 278 | 5.2% |
| 111.1194342 | 275 | 5.1% |
| Other values (25) | 2332 |
| Value | Count | Frequency (%) |
| 95.27388001 | 1 | < 0.1% |
| 102.4920407 | 6 | 0.1% |
| 102.9378149 | 6 | 0.1% |
| 103.6425749 | 117 | |
| 104.6623547 | 288 | |
| 106.4917733 | 257 | |
| 106.8519779 | 2 | < 0.1% |
| 106.8536327 | 162 | |
| 107.2515335 | 4 | 0.1% |
| 107.4409766 | 280 |
| Value | Count | Frequency (%) |
| 123.2859141 | 9 | 0.2% |
| 121.2453744 | 125 | 2.3% |
| 121.1100633 | 278 | |
| 119.519957 | 296 | |
| 119.4412315 | 29 | 0.5% |
| 118.8297168 | 339 | |
| 117.8210718 | 19 | 0.4% |
| 115.884513 | 313 | |
| 115.5507249 | 282 | |
| 114.3432508 | 136 |
imce_comercio
Real number (ℝ)
High correlation 
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.288166 |
| Minimum | 39.273927 |
|---|---|
| Maximum | 61.214953 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | 39.273927 |
|---|---|
| 5-th percentile | 40.291262 |
| Q1 | 43.956044 |
| median | 46.415771 |
| Q3 | 48.387097 |
| 95-th percentile | 52.55102 |
| Maximum | 61.214953 |
| Range | 21.941026 |
| Interquartile range (IQR) | 4.4310528 |
Descriptive statistics
| Standard deviation | 3.3530199 |
|---|---|
| Coefficient of variation (CV) | 0.07243795 |
| Kurtosis | 0.21883305 |
| Mean | 46.288166 |
| Median Absolute Deviation (MAD) | 1.9713262 |
| Skewness | 0.32206184 |
| Sum | 247317.67 |
| Variance | 11.242742 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 46.55797101 | 345 | 6.5% |
| 52.55102041 | 339 | 6.3% |
| 43.95604396 | 315 | 5.9% |
| 48.38709677 | 313 | 5.9% |
| 44.83333333 | 296 | 5.5% |
| 46.41577061 | 288 | 5.4% |
| 44.76744186 | 282 | 5.3% |
| 50 | 280 | 5.2% |
| 46.48148148 | 278 | 5.2% |
| 48.99598394 | 275 | 5.1% |
| Other values (25) | 2332 |
| Value | Count | Frequency (%) |
| 39.27392739 | 77 | 1.4% |
| 39.9691358 | 99 | 1.9% |
| 40.29126214 | 136 | |
| 40.86538462 | 6 | 0.1% |
| 40.88050314 | 113 | 2.1% |
| 42.32026144 | 125 | 2.3% |
| 42.85714286 | 117 | 2.2% |
| 42.94871795 | 105 | 2.0% |
| 43.05555556 | 273 | |
| 43.95604396 | 315 |
| Value | Count | Frequency (%) |
| 61.21495327 | 2 | < 0.1% |
| 58.4045584 | 1 | < 0.1% |
| 57.97101449 | 26 | 0.5% |
| 55.72916667 | 4 | 0.1% |
| 53.92156863 | 19 | 0.4% |
| 52.55102041 | 339 | |
| 51.85185185 | 6 | 0.1% |
| 51.48514851 | 9 | 0.2% |
| 51.48148148 | 162 | |
| 51.10062893 | 29 | 0.5% |
imce_general
Real number (ℝ)
High correlation 
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.383026 |
| Minimum | 35.611146 |
|---|---|
| Maximum | 60.679626 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | 35.611146 |
|---|---|
| 5-th percentile | 35.678785 |
| Q1 | 41.048919 |
| median | 43.193503 |
| Q3 | 43.914509 |
| 95-th percentile | 46.309646 |
| Maximum | 60.679626 |
| Range | 25.06848 |
| Interquartile range (IQR) | 2.86559 |
Descriptive statistics
| Standard deviation | 2.9472462 |
|---|---|
| Coefficient of variation (CV) | 0.069538361 |
| Kurtosis | 4.4935631 |
| Mean | 42.383026 |
| Median Absolute Deviation (MAD) | 1.791508 |
| Skewness | 0.260961 |
| Sum | 226452.51 |
| Variance | 8.6862601 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43.19350295 | 345 | 6.5% |
| 46.30964599 | 339 | 6.3% |
| 41.35517932 | 315 | 5.9% |
| 44.07191795 | 313 | 5.9% |
| 40.54936576 | 296 | 5.5% |
| 41.05146701 | 288 | 5.4% |
| 42.66088781 | 282 | 5.3% |
| 44.86759784 | 280 | 5.2% |
| 35.67878501 | 278 | 5.2% |
| 43.71039206 | 275 | 5.1% |
| Other values (25) | 2332 |
| Value | Count | Frequency (%) |
| 35.61114643 | 125 | |
| 35.67878501 | 278 | |
| 38.95840316 | 77 | 1.4% |
| 39.01191138 | 6 | 0.1% |
| 39.49184425 | 259 | |
| 40.4926985 | 99 | 1.9% |
| 40.54936576 | 296 | |
| 40.67137089 | 105 | 2.0% |
| 41.04891901 | 136 | |
| 41.05146701 | 288 |
| Value | Count | Frequency (%) |
| 60.67962622 | 2 | < 0.1% |
| 58.2032133 | 26 | |
| 55.721718 | 1 | < 0.1% |
| 53.34668223 | 4 | 0.1% |
| 51.19457424 | 6 | 0.1% |
| 49.0422153 | 19 | |
| 47.49531277 | 29 | |
| 47.47006128 | 4 | 0.1% |
| 46.56308462 | 9 | 0.2% |
| 46.47943242 | 9 | 0.2% |
ine_alimentos
Real number (ℝ)
High correlation 
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107.77205 |
| Minimum | 99.780515 |
|---|---|
| Maximum | 142.8552 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | 99.780515 |
|---|---|
| 5-th percentile | 100.66549 |
| Q1 | 102.32546 |
| median | 105.28513 |
| Q3 | 110.65052 |
| 95-th percentile | 125.74814 |
| Maximum | 142.8552 |
| Range | 43.074684 |
| Interquartile range (IQR) | 8.3250652 |
Descriptive statistics
| Standard deviation | 7.0132936 |
|---|---|
| Coefficient of variation (CV) | 0.065075257 |
| Kurtosis | 1.8688715 |
| Mean | 107.77205 |
| Median Absolute Deviation (MAD) | 3.2198318 |
| Skewness | 1.4659612 |
| Sum | 575826.04 |
| Variance | 49.186287 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 104.7502145 | 345 | 6.5% |
| 114.670991 | 339 | 6.3% |
| 102.9569663 | 315 | 5.9% |
| 102.0652934 | 313 | 5.9% |
| 110.6505245 | 296 | 5.5% |
| 108.3832401 | 288 | 5.4% |
| 102.0065957 | 282 | 5.3% |
| 101.5281426 | 280 | 5.2% |
| 125.7481355 | 278 | 5.2% |
| 100.6654889 | 275 | 5.1% |
| Other values (25) | 2332 |
| Value | Count | Frequency (%) |
| 99.78051535 | 117 | 2.2% |
| 100.6654889 | 275 | |
| 101.2685205 | 1 | < 0.1% |
| 101.5281426 | 280 | |
| 102.0065957 | 282 | |
| 102.0652934 | 313 | |
| 102.3254593 | 105 | 2.0% |
| 102.9569663 | 315 | |
| 103.4790249 | 136 | |
| 103.8085638 | 259 |
| Value | Count | Frequency (%) |
| 142.8551996 | 9 | 0.2% |
| 126.2715334 | 26 | 0.5% |
| 125.7481355 | 278 | |
| 125.4051132 | 125 | 2.3% |
| 123.0426065 | 2 | < 0.1% |
| 120.3059932 | 19 | 0.4% |
| 119.9015095 | 29 | 0.5% |
| 116.650294 | 4 | 0.1% |
| 114.8551135 | 4 | 0.1% |
| 114.670991 | 339 |
ine_supermercados
Real number (ℝ)
High correlation 
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.31423 |
| Minimum | 95.289245 |
|---|---|
| Maximum | 148.8181 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | 95.289245 |
|---|---|
| 5-th percentile | 95.289245 |
| Q1 | 97.681779 |
| median | 101.22285 |
| Q3 | 105.15462 |
| 95-th percentile | 125.97844 |
| Maximum | 148.8181 |
| Range | 53.528855 |
| Interquartile range (IQR) | 7.4728364 |
Descriptive statistics
| Standard deviation | 8.701201 |
|---|---|
| Coefficient of variation (CV) | 0.084220742 |
| Kurtosis | 2.6739156 |
| Mean | 103.31423 |
| Median Absolute Deviation (MAD) | 3.5410689 |
| Skewness | 1.7114427 |
| Sum | 552007.92 |
| Variance | 75.710899 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 97.705323 | 345 | 6.5% |
| 112.0636656 | 339 | 6.3% |
| 95.31695953 | 315 | 5.9% |
| 95.28924509 | 313 | 5.9% |
| 106.2890514 | 296 | 5.5% |
| 101.9854126 | 288 | 5.4% |
| 95.70516742 | 282 | 5.3% |
| 100.3724447 | 280 | 5.2% |
| 125.9784373 | 278 | 5.2% |
| 96.16343204 | 275 | 5.1% |
| Other values (25) | 2332 |
| Value | Count | Frequency (%) |
| 95.28924509 | 313 | |
| 95.31695953 | 315 | |
| 95.70516742 | 282 | |
| 96.16343204 | 275 | |
| 97.681779 | 217 | |
| 97.705323 | 345 | |
| 99.09567248 | 105 | 2.0% |
| 99.13270904 | 259 | |
| 99.33852859 | 117 | 2.2% |
| 99.41228622 | 136 | 2.5% |
| Value | Count | Frequency (%) |
| 148.8181 | 9 | 0.2% |
| 127.4831412 | 125 | |
| 126.5410863 | 26 | 0.5% |
| 125.9784373 | 278 | |
| 120.7632509 | 2 | < 0.1% |
| 120.6900743 | 19 | 0.4% |
| 118.6654999 | 29 | 0.5% |
| 116.6407562 | 4 | 0.1% |
| 113.9610434 | 6 | 0.1% |
| 113.010931 | 4 | 0.1% |
tpm
Real number (ℝ)
High correlation 
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.9375819 |
| Minimum | 0.5 |
|---|---|
| Maximum | 11.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 6.5 |
| median | 8.75 |
| Q3 | 11.25 |
| 95-th percentile | 11.25 |
| Maximum | 11.25 |
| Range | 10.75 |
| Interquartile range (IQR) | 4.75 |
Descriptive statistics
| Standard deviation | 2.1135376 |
|---|---|
| Coefficient of variation (CV) | 0.23647756 |
| Kurtosis | -0.94120582 |
| Mean | 8.9375819 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | -0.39129089 |
| Sum | 47753.5 |
| Variance | 4.4670411 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.25 | 1703 | |
| 6 | 530 | 9.9% |
| 8.75 | 529 | 9.9% |
| 10.5 | 387 | 7.2% |
| 9.25 | 345 | 6.5% |
| 6.5 | 339 | 6.3% |
| 8.25 | 282 | 5.3% |
| 6.25 | 280 | 5.2% |
| 8.5 | 278 | 5.2% |
| 7.5 | 275 | 5.1% |
| Other values (13) | 395 | 7.4% |
| Value | Count | Frequency (%) |
| 0.5 | 1 | < 0.1% |
| 2 | 2 | < 0.1% |
| 2.25 | 26 | 0.5% |
| 3.75 | 19 | 0.4% |
| 4 | 9 | 0.2% |
| 5 | 4 | 0.1% |
| 5.75 | 162 | 3.0% |
| 6 | 530 | |
| 6.25 | 280 | |
| 6.5 | 339 |
| Value | Count | Frequency (%) |
| 11.25 | 1703 | |
| 11 | 113 | 2.1% |
| 10.5 | 387 | 7.2% |
| 9.5 | 11 | 0.2% |
| 9.25 | 345 | 6.5% |
| 9 | 9 | 0.2% |
| 8.75 | 529 | 9.9% |
| 8.5 | 278 | 5.2% |
| 8.25 | 282 | 5.3% |
| 8 | 4 | 0.1% |
pib
Real number (ℝ)
High correlation 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17445.111 |
| Minimum | 16514.041 |
|---|---|
| Maximum | 18977.031 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | 16514.041 |
|---|---|
| 5-th percentile | 16561.769 |
| Q1 | 16569.308 |
| median | 18014.821 |
| Q3 | 18132.62 |
| 95-th percentile | 18663.912 |
| Maximum | 18977.031 |
| Range | 2462.9906 |
| Interquartile range (IQR) | 1563.3118 |
Descriptive statistics
| Standard deviation | 893.93106 |
|---|---|
| Coefficient of variation (CV) | 0.051242497 |
| Kurtosis | -1.8164013 |
| Mean | 17445.111 |
| Median Absolute Deviation (MAD) | 962.21037 |
| Skewness | 0.12536146 |
| Sum | 93209229 |
| Variance | 799112.74 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18132.61978 | 894 | |
| 16569.30801 | 890 | |
| 16584.23427 | 847 | |
| 18530.78056 | 832 | |
| 16561.76868 | 692 | |
| 18014.82071 | 518 | |
| 18663.91151 | 338 | 6.3% |
| 16527.7374 | 218 | 4.1% |
| 18977.03108 | 54 | 1.0% |
| 18184.99557 | 39 | 0.7% |
| Other values (3) | 21 | 0.4% |
| Value | Count | Frequency (%) |
| 16514.04051 | 2 | < 0.1% |
| 16527.7374 | 218 | 4.1% |
| 16561.76868 | 692 | |
| 16569.30801 | 890 | |
| 16584.23427 | 847 | |
| 16637.83932 | 18 | 0.3% |
| 17172.91795 | 1 | < 0.1% |
| 18014.82071 | 518 | |
| 18132.61978 | 894 | |
| 18184.99557 | 39 | 0.7% |
| Value | Count | Frequency (%) |
| 18977.03108 | 54 | 1.0% |
| 18663.91151 | 338 | 6.3% |
| 18530.78056 | 832 | |
| 18184.99557 | 39 | 0.7% |
| 18132.61978 | 894 | |
| 18014.82071 | 518 | |
| 17172.91795 | 1 | < 0.1% |
| 16637.83932 | 18 | 0.3% |
| 16584.23427 | 847 | |
| 16569.30801 | 890 |
tavg
Real number (ℝ)
High correlation 
| Distinct | 170 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.48731 |
| Minimum | 5.9 |
|---|---|
| Maximum | 26.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | 5.9 |
|---|---|
| 5-th percentile | 9.8 |
| Q1 | 12.2 |
| median | 13.9 |
| Q3 | 19.1 |
| 95-th percentile | 23.7 |
| Maximum | 26.9 |
| Range | 21 |
| Interquartile range (IQR) | 6.9 |
Descriptive statistics
| Standard deviation | 4.5977018 |
|---|---|
| Coefficient of variation (CV) | 0.29686896 |
| Kurtosis | -0.48001898 |
| Mean | 15.48731 |
| Median Absolute Deviation (MAD) | 2.7 |
| Skewness | 0.64341114 |
| Sum | 82748.7 |
| Variance | 21.138862 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.7 | 342 | 6.4% |
| 12.4 | 314 | 5.9% |
| 16.4 | 209 | 3.9% |
| 12.9 | 197 | 3.7% |
| 12.2 | 192 | 3.6% |
| 22.2 | 191 | 3.6% |
| 9.8 | 184 | 3.4% |
| 16.5 | 174 | 3.3% |
| 11.2 | 174 | 3.3% |
| 11 | 173 | 3.2% |
| Other values (160) | 3193 |
| Value | Count | Frequency (%) |
| 5.9 | 4 | 0.1% |
| 6.1 | 1 | < 0.1% |
| 6.3 | 1 | < 0.1% |
| 6.7 | 1 | < 0.1% |
| 6.8 | 2 | < 0.1% |
| 6.9 | 14 | |
| 7.1 | 2 | < 0.1% |
| 7.3 | 7 | |
| 7.4 | 4 | 0.1% |
| 7.5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.9 | 5 | 0.1% |
| 26.7 | 162 | |
| 25.6 | 7 | 0.1% |
| 25.2 | 10 | 0.2% |
| 25 | 7 | 0.1% |
| 24.9 | 9 | 0.2% |
| 24.8 | 14 | 0.3% |
| 24.7 | 4 | 0.1% |
| 24.6 | 7 | 0.1% |
| 24.5 | 15 | 0.3% |
tmin
Real number (ℝ)
High correlation 
| Distinct | 160 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.222197 |
| Minimum | -1 |
|---|---|
| Maximum | 18.8 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 7 |
| Negative (%) | 0.1% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 4.2 |
| Q1 | 6.8 |
| median | 10.3 |
| Q3 | 13.9 |
| 95-th percentile | 16.2 |
| Maximum | 18.8 |
| Range | 19.8 |
| Interquartile range (IQR) | 7.1 |
Descriptive statistics
| Standard deviation | 4.0021505 |
|---|---|
| Coefficient of variation (CV) | 0.39151568 |
| Kurtosis | -0.90054371 |
| Mean | 10.222197 |
| Median Absolute Deviation (MAD) | 3.5 |
| Skewness | -0.024567319 |
| Sum | 54617.2 |
| Variance | 16.017208 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 376 | 7.0% |
| 13.9 | 197 | 3.7% |
| 4.2 | 191 | 3.6% |
| 5.8 | 187 | 3.5% |
| 11.1 | 185 | 3.5% |
| 6.7 | 176 | 3.3% |
| 8.5 | 175 | 3.3% |
| 11.2 | 174 | 3.3% |
| 9.4 | 173 | 3.2% |
| 8.2 | 169 | 3.2% |
| Other values (150) | 3340 |
| Value | Count | Frequency (%) |
| -1 | 4 | 0.1% |
| -0.6 | 3 | 0.1% |
| 0 | 1 | < 0.1% |
| 0.5 | 3 | 0.1% |
| 0.9 | 6 | 0.1% |
| 1 | 17 | |
| 1.1 | 5 | 0.1% |
| 1.2 | 1 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 18.8 | 9 | 0.2% |
| 18.1 | 162 | |
| 17.8 | 2 | < 0.1% |
| 17.6 | 1 | < 0.1% |
| 17.4 | 3 | 0.1% |
| 17.3 | 5 | 0.1% |
| 17.1 | 7 | 0.1% |
| 17 | 12 | 0.2% |
| 16.9 | 7 | 0.1% |
| 16.8 | 4 | 0.1% |
tmax
Real number (ℝ)
High correlation 
| Distinct | 214 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.180928 |
| Minimum | 10 |
|---|---|
| Maximum | 36.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 14.4 |
| Q1 | 16.9 |
| median | 22.7 |
| Q3 | 29.4 |
| 95-th percentile | 33.2 |
| Maximum | 36.6 |
| Range | 26.6 |
| Interquartile range (IQR) | 12.5 |
Descriptive statistics
| Standard deviation | 6.6007766 |
|---|---|
| Coefficient of variation (CV) | 0.28475031 |
| Kurtosis | -1.1997574 |
| Mean | 23.180928 |
| Median Absolute Deviation (MAD) | 6.2 |
| Skewness | 0.16139238 |
| Sum | 123855.7 |
| Variance | 43.570252 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.4 | 323 | 6.0% |
| 29.7 | 211 | 3.9% |
| 15.9 | 191 | 3.6% |
| 19.1 | 185 | 3.5% |
| 24.7 | 174 | 3.3% |
| 15.1 | 171 | 3.2% |
| 16.6 | 171 | 3.2% |
| 18.8 | 166 | 3.1% |
| 21.8 | 165 | 3.1% |
| 14.4 | 164 | 3.1% |
| Other values (204) | 3422 |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 10.8 | 17 | |
| 11.1 | 6 | 0.1% |
| 11.2 | 4 | 0.1% |
| 11.5 | 2 | < 0.1% |
| 11.6 | 1 | < 0.1% |
| 12.2 | 27 | |
| 12.4 | 18 | |
| 12.5 | 1 | < 0.1% |
| 12.6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 36.6 | 5 | 0.1% |
| 36 | 161 | |
| 35.8 | 7 | 0.1% |
| 35.6 | 3 | 0.1% |
| 35.3 | 1 | < 0.1% |
| 34.9 | 5 | 0.1% |
| 34.6 | 4 | 0.1% |
| 34.3 | 7 | 0.1% |
| 34.2 | 10 | 0.2% |
| 34 | 6 | 0.1% |
wspd
Real number (ℝ)
High correlation 
| Distinct | 67 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9802545 |
| Minimum | 0.2 |
|---|---|
| Maximum | 7.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 41.9 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.7 |
| Q1 | 1.7 |
| median | 2.8 |
| Q3 | 4.2 |
| 95-th percentile | 5.7 |
| Maximum | 7.1 |
| Range | 6.9 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 1.5012603 |
|---|---|
| Coefficient of variation (CV) | 0.50373561 |
| Kurtosis | -0.90987324 |
| Mean | 2.9802545 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | 0.25311782 |
| Sum | 15923.5 |
| Variance | 2.2537826 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.1 | 417 | 7.8% |
| 2.8 | 284 | 5.3% |
| 1.8 | 245 | 4.6% |
| 1.5 | 230 | 4.3% |
| 4 | 223 | 4.2% |
| 4.3 | 223 | 4.2% |
| 2.5 | 220 | 4.1% |
| 0.6 | 211 | 3.9% |
| 3.7 | 206 | 3.9% |
| 1.3 | 206 | 3.9% |
| Other values (57) | 2878 |
| Value | Count | Frequency (%) |
| 0.2 | 9 | 0.2% |
| 0.3 | 7 | 0.1% |
| 0.4 | 16 | 0.3% |
| 0.5 | 10 | 0.2% |
| 0.6 | 211 | |
| 0.7 | 28 | 0.5% |
| 0.8 | 54 | 1.0% |
| 0.9 | 47 | 0.9% |
| 1 | 17 | 0.3% |
| 1.1 | 201 |
| Value | Count | Frequency (%) |
| 7.1 | 9 | 0.2% |
| 6.9 | 2 | < 0.1% |
| 6.8 | 2 | < 0.1% |
| 6.7 | 4 | 0.1% |
| 6.5 | 17 | |
| 6.3 | 5 | 0.1% |
| 6.2 | 8 | 0.1% |
| 6.1 | 2 | < 0.1% |
| 6 | 14 | |
| 5.9 | 30 |
Interactions
Correlations
| black_friday | canal2 | canal_sap2 | cantidad | categoria2 | categoria_22 | centro_costo_cuenta_clave2 | clase_sop2 | clasificacion2 | codigo_activo2 | codigo_producto2 | costo_total | cuenta_clave2 | cyber_monday | descripcion_producto2 | descripcion_tipo_factura2 | ee_comercio | es_festivo | estimado | grado2 | icc | id_tipo_factura2 | imacec_comercio | imacec_general | imacec_no_minero | imce_comercio | imce_general | ine_alimentos | ine_supermercados | linea2 | marca2 | pib | stock_disponible_total | tavg | tipo_mat2 | tmax | tmin | tpm | venta_total_neto | wspd | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| black_friday | 1.000 | 0.000 | 0.035 | 0.046 | 0.015 | 0.038 | 0.000 | 0.016 | 0.013 | 0.000 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.062 | 0.083 | 0.000 | 0.013 | 0.038 | 0.127 | 0.042 | 0.102 | 0.144 | 0.108 | 0.075 | 0.097 | 0.070 | 0.054 | 0.018 | 0.015 | 0.112 | 0.019 | 0.133 | 0.023 | 0.131 | 0.077 | 0.068 | 0.000 | 0.136 |
| canal2 | 0.000 | 1.000 | 1.000 | 0.182 | 0.501 | 0.568 | 0.850 | 0.506 | 0.602 | 0.594 | 0.611 | 0.214 | 0.850 | 0.000 | 0.597 | 0.339 | 0.073 | 0.004 | 0.602 | 0.568 | 0.092 | 0.345 | 0.059 | 0.079 | 0.086 | 0.095 | 0.124 | 0.101 | 0.109 | 0.473 | 0.501 | 0.121 | 0.142 | 0.041 | 0.471 | 0.057 | 0.036 | 0.126 | 0.292 | 0.033 |
| canal_sap2 | 0.035 | 1.000 | 1.000 | 0.410 | 0.603 | 0.503 | 0.754 | 0.608 | 0.929 | 0.535 | 0.546 | 0.342 | 0.754 | 0.014 | 0.537 | 0.301 | 0.116 | 0.036 | 0.929 | 0.503 | 0.239 | 0.410 | 0.139 | 0.121 | 0.080 | 0.222 | 0.292 | 0.253 | 0.260 | 0.711 | 0.603 | 0.315 | 0.341 | 0.060 | 0.720 | 0.059 | 0.041 | 0.290 | 0.443 | 0.063 |
| cantidad | 0.046 | 0.182 | 0.410 | 1.000 | 0.488 | 0.407 | 0.362 | 0.491 | 0.764 | 0.434 | 0.438 | 0.991 | 0.362 | 0.034 | 0.435 | 0.415 | 0.050 | 0.244 | 0.764 | 0.407 | -0.186 | 0.326 | 0.117 | 0.032 | 0.031 | -0.154 | -0.055 | 0.078 | 0.110 | 0.571 | 0.488 | 0.090 | 0.231 | 0.111 | 0.577 | 0.090 | 0.038 | 0.116 | 0.996 | 0.158 |
| categoria2 | 0.015 | 0.501 | 0.603 | 0.488 | 1.000 | 0.988 | 0.601 | 1.000 | 1.000 | 0.998 | 0.998 | 0.538 | 0.601 | 0.000 | 0.998 | 0.328 | 0.128 | 0.038 | 1.000 | 0.988 | 0.287 | 0.445 | 0.163 | 0.137 | 0.102 | 0.273 | 0.329 | 0.327 | 0.334 | 1.000 | 1.000 | 0.312 | 0.411 | 0.087 | 0.839 | 0.085 | 0.073 | 0.325 | 0.559 | 0.089 |
| categoria_22 | 0.038 | 0.568 | 0.503 | 0.407 | 0.988 | 1.000 | 0.509 | 0.988 | 1.000 | 0.998 | 0.998 | 0.527 | 0.509 | 0.000 | 0.998 | 0.419 | 0.105 | 0.033 | 1.000 | 1.000 | 0.225 | 0.479 | 0.130 | 0.110 | 0.085 | 0.217 | 0.258 | 0.255 | 0.263 | 0.996 | 0.988 | 0.275 | 0.333 | 0.083 | 0.943 | 0.077 | 0.073 | 0.257 | 0.526 | 0.079 |
| centro_costo_cuenta_clave2 | 0.000 | 0.850 | 0.754 | 0.362 | 0.601 | 0.509 | 1.000 | 0.599 | 0.911 | 0.358 | 0.365 | 0.261 | 1.000 | 0.000 | 0.359 | 0.211 | 0.074 | 0.066 | 0.911 | 0.509 | 0.152 | 0.253 | 0.092 | 0.079 | 0.070 | 0.138 | 0.172 | 0.190 | 0.196 | 0.691 | 0.601 | 0.246 | 0.224 | 0.050 | 0.681 | 0.050 | 0.021 | 0.183 | 0.360 | 0.039 |
| clase_sop2 | 0.016 | 0.506 | 0.608 | 0.491 | 1.000 | 0.988 | 0.599 | 1.000 | 1.000 | 0.998 | 0.998 | 0.545 | 0.599 | 0.000 | 0.998 | 0.333 | 0.129 | 0.037 | 1.000 | 0.988 | 0.288 | 0.445 | 0.163 | 0.138 | 0.104 | 0.274 | 0.330 | 0.328 | 0.335 | 1.000 | 1.000 | 0.314 | 0.413 | 0.088 | 0.847 | 0.087 | 0.073 | 0.325 | 0.558 | 0.090 |
| clasificacion2 | 0.013 | 0.602 | 0.929 | 0.764 | 1.000 | 1.000 | 0.911 | 1.000 | 1.000 | 0.998 | 0.997 | 0.652 | 0.911 | 0.000 | 0.997 | 0.420 | 0.172 | 0.040 | 0.998 | 1.000 | 0.412 | 0.603 | 0.218 | 0.185 | 0.147 | 0.381 | 0.474 | 0.452 | 0.464 | 1.000 | 1.000 | 0.441 | 0.571 | 0.126 | 1.000 | 0.108 | 0.082 | 0.456 | 0.787 | 0.108 |
| codigo_activo2 | 0.000 | 0.594 | 0.535 | 0.434 | 0.998 | 0.998 | 0.358 | 0.998 | 0.998 | 1.000 | 1.000 | 0.602 | 0.358 | 0.000 | 1.000 | 0.349 | 0.103 | 0.000 | 0.998 | 0.998 | 0.220 | 0.521 | 0.117 | 0.099 | 0.078 | 0.263 | 0.289 | 0.262 | 0.270 | 0.998 | 0.998 | 0.339 | 0.484 | 0.057 | 0.998 | 0.050 | 0.046 | 0.253 | 0.490 | 0.055 |
| codigo_producto2 | 0.000 | 0.611 | 0.546 | 0.438 | 0.998 | 0.998 | 0.365 | 0.998 | 0.997 | 1.000 | 1.000 | 0.603 | 0.365 | 0.000 | 1.000 | 0.349 | 0.104 | 0.000 | 0.997 | 0.998 | 0.224 | 0.523 | 0.119 | 0.100 | 0.079 | 0.265 | 0.294 | 0.269 | 0.276 | 0.997 | 0.998 | 0.347 | 0.488 | 0.057 | 0.997 | 0.051 | 0.047 | 0.259 | 0.493 | 0.056 |
| costo_total | 0.025 | 0.214 | 0.342 | 0.991 | 0.538 | 0.527 | 0.261 | 0.545 | 0.652 | 0.602 | 0.603 | 1.000 | 0.261 | 0.022 | 0.602 | 0.362 | 0.054 | 0.033 | 0.652 | 0.527 | -0.181 | 0.365 | 0.131 | 0.039 | 0.042 | -0.147 | -0.048 | 0.076 | 0.110 | 0.626 | 0.538 | 0.092 | 0.228 | 0.121 | 0.549 | 0.097 | 0.047 | 0.110 | 0.987 | 0.158 |
| cuenta_clave2 | 0.000 | 0.850 | 0.754 | 0.362 | 0.601 | 0.509 | 1.000 | 0.599 | 0.911 | 0.358 | 0.365 | 0.261 | 1.000 | 0.000 | 0.359 | 0.211 | 0.074 | 0.066 | 0.911 | 0.509 | 0.152 | 0.253 | 0.092 | 0.079 | 0.070 | 0.138 | 0.172 | 0.190 | 0.196 | 0.691 | 0.601 | 0.246 | 0.224 | 0.050 | 0.681 | 0.050 | 0.021 | 0.183 | 0.360 | 0.039 |
| cyber_monday | 0.000 | 0.000 | 0.014 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 1.000 | 0.000 | 0.044 | 0.041 | 0.000 | 0.000 | 0.000 | 0.118 | 0.045 | 0.044 | 0.044 | 0.053 | 0.130 | 0.102 | 0.091 | 0.105 | 0.008 | 0.000 | 0.117 | 0.159 | 0.055 | 0.000 | 0.071 | 0.077 | 0.082 | 0.037 | 0.043 |
| descripcion_producto2 | 0.000 | 0.597 | 0.537 | 0.435 | 0.998 | 0.998 | 0.359 | 0.998 | 0.997 | 1.000 | 1.000 | 0.602 | 0.359 | 0.000 | 1.000 | 0.349 | 0.103 | 0.000 | 0.997 | 0.998 | 0.220 | 0.521 | 0.117 | 0.098 | 0.078 | 0.263 | 0.290 | 0.263 | 0.271 | 0.998 | 0.998 | 0.340 | 0.484 | 0.057 | 0.998 | 0.049 | 0.046 | 0.254 | 0.491 | 0.054 |
| descripcion_tipo_factura2 | 0.062 | 0.339 | 0.301 | 0.415 | 0.328 | 0.419 | 0.211 | 0.333 | 0.420 | 0.349 | 0.349 | 0.362 | 0.211 | 0.044 | 0.349 | 1.000 | 0.106 | 0.296 | 0.420 | 0.419 | 0.151 | 0.948 | 0.139 | 0.109 | 0.093 | 0.216 | 0.102 | 0.222 | 0.213 | 0.395 | 0.328 | 0.083 | 0.154 | 0.155 | 0.328 | 0.121 | 0.109 | 0.108 | 0.316 | 0.112 |
| ee_comercio | 0.083 | 0.073 | 0.116 | 0.050 | 0.128 | 0.105 | 0.074 | 0.129 | 0.172 | 0.103 | 0.104 | 0.054 | 0.074 | 0.041 | 0.103 | 0.106 | 1.000 | 0.328 | 0.172 | 0.105 | 0.133 | 0.045 | 0.565 | 0.837 | 0.798 | 0.095 | -0.009 | 0.261 | 0.165 | 0.145 | 0.128 | 0.355 | -0.022 | 0.415 | 0.140 | 0.278 | 0.364 | -0.256 | 0.054 | 0.481 |
| es_festivo | 0.000 | 0.004 | 0.036 | 0.244 | 0.038 | 0.033 | 0.066 | 0.037 | 0.040 | 0.000 | 0.000 | 0.033 | 0.066 | 0.000 | 0.000 | 0.296 | 0.328 | 1.000 | 0.040 | 0.033 | 0.387 | 0.043 | 0.336 | 0.345 | 0.447 | 0.410 | 0.394 | 0.311 | 0.250 | 0.040 | 0.038 | 0.198 | 0.000 | 0.530 | 0.040 | 0.663 | 0.417 | 0.223 | 0.045 | 0.381 |
| estimado | 0.013 | 0.602 | 0.929 | 0.764 | 1.000 | 1.000 | 0.911 | 1.000 | 0.998 | 0.998 | 0.997 | 0.652 | 0.911 | 0.000 | 0.997 | 0.420 | 0.172 | 0.040 | 1.000 | 1.000 | 0.412 | 0.603 | 0.218 | 0.185 | 0.147 | 0.381 | 0.474 | 0.452 | 0.464 | 1.000 | 1.000 | 0.441 | 0.571 | 0.126 | 1.000 | 0.108 | 0.082 | 0.456 | 0.787 | 0.108 |
| grado2 | 0.038 | 0.568 | 0.503 | 0.407 | 0.988 | 1.000 | 0.509 | 0.988 | 1.000 | 0.998 | 0.998 | 0.527 | 0.509 | 0.000 | 0.998 | 0.419 | 0.105 | 0.033 | 1.000 | 1.000 | 0.225 | 0.479 | 0.130 | 0.110 | 0.085 | 0.217 | 0.258 | 0.255 | 0.263 | 0.996 | 0.988 | 0.275 | 0.333 | 0.083 | 0.943 | 0.077 | 0.073 | 0.257 | 0.526 | 0.079 |
| icc | 0.127 | 0.092 | 0.239 | -0.186 | 0.287 | 0.225 | 0.152 | 0.288 | 0.412 | 0.220 | 0.224 | -0.181 | 0.152 | 0.118 | 0.220 | 0.151 | 0.133 | 0.387 | 0.412 | 0.225 | 1.000 | 0.197 | 0.067 | 0.062 | -0.005 | 0.702 | 0.537 | -0.255 | -0.133 | 0.335 | 0.287 | 0.189 | 0.104 | 0.278 | 0.306 | 0.172 | 0.312 | -0.680 | -0.169 | 0.153 |
| id_tipo_factura2 | 0.042 | 0.345 | 0.410 | 0.326 | 0.445 | 0.479 | 0.253 | 0.445 | 0.603 | 0.521 | 0.523 | 0.365 | 0.253 | 0.045 | 0.521 | 0.948 | 0.045 | 0.043 | 0.603 | 0.479 | 0.197 | 1.000 | 0.133 | 0.045 | 0.052 | 0.196 | 0.237 | 0.248 | 0.255 | 0.530 | 0.445 | 0.382 | 0.292 | 0.052 | 0.462 | 0.036 | 0.038 | 0.278 | 0.383 | 0.056 |
| imacec_comercio | 0.102 | 0.059 | 0.139 | 0.117 | 0.163 | 0.130 | 0.092 | 0.163 | 0.218 | 0.117 | 0.119 | 0.131 | 0.092 | 0.044 | 0.117 | 0.139 | 0.565 | 0.336 | 0.218 | 0.130 | 0.067 | 0.133 | 1.000 | 0.551 | 0.638 | 0.208 | 0.023 | 0.105 | 0.219 | 0.188 | 0.163 | 0.372 | 0.150 | 0.686 | 0.167 | 0.667 | 0.652 | -0.160 | 0.118 | 0.618 |
| imacec_general | 0.144 | 0.079 | 0.121 | 0.032 | 0.137 | 0.110 | 0.079 | 0.138 | 0.185 | 0.099 | 0.100 | 0.039 | 0.079 | 0.044 | 0.098 | 0.109 | 0.837 | 0.345 | 0.185 | 0.110 | 0.062 | 0.045 | 0.551 | 1.000 | 0.959 | 0.087 | -0.024 | 0.339 | 0.173 | 0.158 | 0.137 | 0.444 | 0.115 | 0.365 | 0.142 | 0.223 | 0.291 | -0.163 | 0.036 | 0.395 |
| imacec_no_minero | 0.108 | 0.086 | 0.080 | 0.031 | 0.102 | 0.085 | 0.070 | 0.104 | 0.147 | 0.078 | 0.079 | 0.042 | 0.070 | 0.053 | 0.078 | 0.093 | 0.798 | 0.447 | 0.147 | 0.085 | -0.005 | 0.052 | 0.638 | 0.959 | 1.000 | 0.006 | -0.103 | 0.298 | 0.157 | 0.120 | 0.102 | 0.381 | 0.077 | 0.394 | 0.104 | 0.313 | 0.339 | -0.066 | 0.033 | 0.370 |
| imce_comercio | 0.075 | 0.095 | 0.222 | -0.154 | 0.273 | 0.217 | 0.138 | 0.274 | 0.381 | 0.263 | 0.265 | -0.147 | 0.138 | 0.130 | 0.263 | 0.216 | 0.095 | 0.410 | 0.381 | 0.217 | 0.702 | 0.196 | 0.208 | 0.087 | 0.006 | 1.000 | 0.745 | -0.022 | -0.028 | 0.314 | 0.273 | -0.094 | 0.202 | 0.255 | 0.287 | 0.076 | 0.226 | -0.853 | -0.140 | -0.014 |
| imce_general | 0.097 | 0.124 | 0.292 | -0.055 | 0.329 | 0.258 | 0.172 | 0.330 | 0.474 | 0.289 | 0.294 | -0.048 | 0.172 | 0.102 | 0.290 | 0.102 | -0.009 | 0.394 | 0.474 | 0.258 | 0.537 | 0.237 | 0.023 | -0.024 | -0.103 | 0.745 | 1.000 | -0.220 | -0.219 | 0.384 | 0.329 | -0.151 | 0.228 | 0.165 | 0.355 | 0.010 | 0.154 | -0.773 | -0.044 | -0.016 |
| ine_alimentos | 0.070 | 0.101 | 0.253 | 0.078 | 0.327 | 0.255 | 0.190 | 0.328 | 0.452 | 0.262 | 0.269 | 0.076 | 0.190 | 0.091 | 0.263 | 0.222 | 0.261 | 0.311 | 0.452 | 0.255 | -0.255 | 0.248 | 0.105 | 0.339 | 0.298 | -0.022 | -0.220 | 1.000 | 0.874 | 0.382 | 0.327 | 0.058 | 0.185 | -0.096 | 0.351 | -0.067 | -0.119 | 0.119 | 0.072 | 0.020 |
| ine_supermercados | 0.054 | 0.109 | 0.260 | 0.110 | 0.334 | 0.263 | 0.196 | 0.335 | 0.464 | 0.270 | 0.276 | 0.110 | 0.196 | 0.105 | 0.271 | 0.213 | 0.165 | 0.250 | 0.464 | 0.263 | -0.133 | 0.255 | 0.219 | 0.173 | 0.157 | -0.028 | -0.219 | 0.874 | 1.000 | 0.390 | 0.334 | 0.288 | 0.178 | 0.145 | 0.359 | 0.229 | 0.167 | 0.144 | 0.105 | 0.273 |
| linea2 | 0.018 | 0.473 | 0.711 | 0.571 | 1.000 | 0.996 | 0.691 | 1.000 | 1.000 | 0.998 | 0.997 | 0.626 | 0.691 | 0.008 | 0.998 | 0.395 | 0.145 | 0.040 | 1.000 | 0.996 | 0.335 | 0.530 | 0.188 | 0.158 | 0.120 | 0.314 | 0.384 | 0.382 | 0.390 | 1.000 | 1.000 | 0.366 | 0.483 | 0.092 | 0.839 | 0.083 | 0.070 | 0.379 | 0.665 | 0.089 |
| marca2 | 0.015 | 0.501 | 0.603 | 0.488 | 1.000 | 0.988 | 0.601 | 1.000 | 1.000 | 0.998 | 0.998 | 0.538 | 0.601 | 0.000 | 0.998 | 0.328 | 0.128 | 0.038 | 1.000 | 0.988 | 0.287 | 0.445 | 0.163 | 0.137 | 0.102 | 0.273 | 0.329 | 0.327 | 0.334 | 1.000 | 1.000 | 0.312 | 0.411 | 0.087 | 0.839 | 0.085 | 0.073 | 0.325 | 0.559 | 0.089 |
| pib | 0.112 | 0.121 | 0.315 | 0.090 | 0.312 | 0.275 | 0.246 | 0.314 | 0.441 | 0.339 | 0.347 | 0.092 | 0.246 | 0.117 | 0.340 | 0.083 | 0.355 | 0.198 | 0.441 | 0.275 | 0.189 | 0.382 | 0.372 | 0.444 | 0.381 | -0.094 | -0.151 | 0.058 | 0.288 | 0.366 | 0.312 | 1.000 | 0.144 | 0.575 | 0.331 | 0.493 | 0.491 | 0.087 | 0.095 | 0.743 |
| stock_disponible_total | 0.019 | 0.142 | 0.341 | 0.231 | 0.411 | 0.333 | 0.224 | 0.413 | 0.571 | 0.484 | 0.488 | 0.228 | 0.224 | 0.159 | 0.484 | 0.154 | -0.022 | 0.000 | 0.571 | 0.333 | 0.104 | 0.292 | 0.150 | 0.115 | 0.077 | 0.202 | 0.228 | 0.185 | 0.178 | 0.483 | 0.411 | 0.144 | 1.000 | 0.100 | 0.435 | 0.067 | 0.028 | -0.194 | 0.227 | 0.114 |
| tavg | 0.133 | 0.041 | 0.060 | 0.111 | 0.087 | 0.083 | 0.050 | 0.088 | 0.126 | 0.057 | 0.057 | 0.121 | 0.050 | 0.055 | 0.057 | 0.155 | 0.415 | 0.530 | 0.126 | 0.083 | 0.278 | 0.052 | 0.686 | 0.365 | 0.394 | 0.255 | 0.165 | -0.096 | 0.145 | 0.092 | 0.087 | 0.575 | 0.100 | 1.000 | 0.095 | 0.852 | 0.857 | -0.179 | 0.118 | 0.659 |
| tipo_mat2 | 0.023 | 0.471 | 0.720 | 0.577 | 0.839 | 0.943 | 0.681 | 0.847 | 1.000 | 0.998 | 0.997 | 0.549 | 0.681 | 0.000 | 0.998 | 0.328 | 0.140 | 0.040 | 1.000 | 0.943 | 0.306 | 0.462 | 0.167 | 0.142 | 0.104 | 0.287 | 0.355 | 0.351 | 0.359 | 0.839 | 0.839 | 0.331 | 0.435 | 0.095 | 1.000 | 0.086 | 0.074 | 0.342 | 0.698 | 0.080 |
| tmax | 0.131 | 0.057 | 0.059 | 0.090 | 0.085 | 0.077 | 0.050 | 0.087 | 0.108 | 0.050 | 0.051 | 0.097 | 0.050 | 0.071 | 0.049 | 0.121 | 0.278 | 0.663 | 0.108 | 0.077 | 0.172 | 0.036 | 0.667 | 0.223 | 0.313 | 0.076 | 0.010 | -0.067 | 0.229 | 0.083 | 0.085 | 0.493 | 0.067 | 0.852 | 0.086 | 1.000 | 0.765 | 0.054 | 0.094 | 0.559 |
| tmin | 0.077 | 0.036 | 0.041 | 0.038 | 0.073 | 0.073 | 0.021 | 0.073 | 0.082 | 0.046 | 0.047 | 0.047 | 0.021 | 0.077 | 0.046 | 0.109 | 0.364 | 0.417 | 0.082 | 0.073 | 0.312 | 0.038 | 0.652 | 0.291 | 0.339 | 0.226 | 0.154 | -0.119 | 0.167 | 0.070 | 0.073 | 0.491 | 0.028 | 0.857 | 0.074 | 0.765 | 1.000 | -0.166 | 0.045 | 0.685 |
| tpm | 0.068 | 0.126 | 0.290 | 0.116 | 0.325 | 0.257 | 0.183 | 0.325 | 0.456 | 0.253 | 0.259 | 0.110 | 0.183 | 0.082 | 0.254 | 0.108 | -0.256 | 0.223 | 0.456 | 0.257 | -0.680 | 0.278 | -0.160 | -0.163 | -0.066 | -0.853 | -0.773 | 0.119 | 0.144 | 0.379 | 0.325 | 0.087 | -0.194 | -0.179 | 0.342 | 0.054 | -0.166 | 1.000 | 0.100 | -0.069 |
| venta_total_neto | 0.000 | 0.292 | 0.443 | 0.996 | 0.559 | 0.526 | 0.360 | 0.558 | 0.787 | 0.490 | 0.493 | 0.987 | 0.360 | 0.037 | 0.491 | 0.316 | 0.054 | 0.045 | 0.787 | 0.526 | -0.169 | 0.383 | 0.118 | 0.036 | 0.033 | -0.140 | -0.044 | 0.072 | 0.105 | 0.665 | 0.559 | 0.095 | 0.227 | 0.118 | 0.698 | 0.094 | 0.045 | 0.100 | 1.000 | 0.162 |
| wspd | 0.136 | 0.033 | 0.063 | 0.158 | 0.089 | 0.079 | 0.039 | 0.090 | 0.108 | 0.055 | 0.056 | 0.158 | 0.039 | 0.043 | 0.054 | 0.112 | 0.481 | 0.381 | 0.108 | 0.079 | 0.153 | 0.056 | 0.618 | 0.395 | 0.370 | -0.014 | -0.016 | 0.020 | 0.273 | 0.089 | 0.089 | 0.743 | 0.114 | 0.659 | 0.080 | 0.559 | 0.685 | -0.069 | 0.162 | 1.000 |
Missing values
Sample
| codigo_producto2 | fecha | stock_disponible_total | cantidad | venta_total_neto | costo_total | id_tipo_factura2 | descripcion_tipo_factura2 | numero_documento2 | cuenta_clave2 | centro_costo_cuenta_clave2 | grado2 | canal2 | canal_sap2 | status | status_2 | estimado | clase_sop2 | descripcion_producto2 | clasificacion2 | linea2 | categoria2 | marca2 | categoria_22 | codigo_activo2 | tipo_mat2 | clase_sop22 | clas_sop32 | cyber_monday | black_friday | es_festivo | ee_comercio | icc | imacec_comercio | imacec_general | imacec_no_minero | imce_comercio | imce_general | ine_alimentos | ine_supermercados | tpm | pib | tavg | tmin | tmax | wspd | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | A183 | 2021-02-01 | 0.0 | 0.0 | 0.000000e+00 | 0.000000e+00 | B1 | C1 | D1 | I18 | J18 | K25 | L3 | M5 | ACTIVO | ACTIVO | NO | I1 | A33 | B1 | C1 | D1 | E1 | F1 | G29 | H1 | NaN | NaN | 0.0 | 0.0 | 0.0 | 7445.215981 | 30.1395 | 110.334255 | 93.924302 | 95.273880 | 58.404558 | 55.721718 | 101.268521 | 101.886082 | 0.50 | 17172.917954 | 17.7 | 12.9 | 22.8 | 6.0 |
| 1 | A183 | 2021-09-28 | 475624000.0 | 28580000.0 | 1.077466e+21 | 2.958516e+20 | B24 | C1 | D204015 | I4 | J4 | K25 | L2 | M7 | ACTIVO | ACTIVO | NO | I1 | A33 | B1 | C1 | D1 | E1 | F1 | G29 | H1 | NaN | NaN | 0.0 | 0.0 | 0.0 | 10189.885901 | 38.7632 | 112.862324 | 104.610354 | 106.851978 | 61.214953 | 60.679626 | 123.042606 | 120.763251 | 2.00 | 16514.040513 | 17.0 | 7.9 | 26.7 | 3.1 |
| 2 | A183 | 2021-09-28 | 475624000.0 | 28710000.0 | 1.082367e+21 | 2.971973e+20 | B24 | C1 | D204016 | I4 | J4 | K25 | L2 | M7 | ACTIVO | ACTIVO | NO | I1 | A33 | B1 | C1 | D1 | E1 | F1 | G29 | H1 | NaN | NaN | 0.0 | 0.0 | 0.0 | 10189.885901 | 38.7632 | 112.862324 | 104.610354 | 106.851978 | 61.214953 | 60.679626 | 123.042606 | 120.763251 | 2.00 | 16514.040513 | 17.0 | 7.9 | 26.7 | 3.1 |
| 3 | A183 | 2021-10-01 | 525718000.0 | 28590000.0 | 9.720600e+20 | 4.147657e+20 | B24 | C1 | D204058 | I4 | J4 | K25 | L2 | M7 | ACTIVO | ACTIVO | NO | I1 | A33 | B1 | C1 | D1 | E1 | F1 | G29 | H1 | NaN | NaN | 0.0 | 0.0 | 0.0 | 10153.752369 | 36.3435 | 117.233860 | 109.111897 | 111.090960 | 57.971014 | 58.203213 | 126.271533 | 126.541086 | 2.25 | 18977.031079 | 13.2 | 6.4 | 21.1 | 4.1 |
| 4 | A183 | 2021-10-01 | 525718000.0 | 28660000.0 | 9.744400e+20 | 4.157812e+20 | B24 | C1 | D204060 | I4 | J4 | K25 | L2 | M7 | ACTIVO | ACTIVO | NO | I1 | A33 | B1 | C1 | D1 | E1 | F1 | G29 | H1 | NaN | NaN | 0.0 | 0.0 | 0.0 | 10153.752369 | 36.3435 | 117.233860 | 109.111897 | 111.090960 | 57.971014 | 58.203213 | 126.271533 | 126.541086 | 2.25 | 18977.031079 | 13.2 | 6.4 | 21.1 | 4.1 |
| 5 | A183 | 2021-10-06 | 446090000.0 | 28630000.0 | 9.161600e+20 | 4.153460e+20 | B24 | C1 | D204062 | I4 | J4 | K25 | L2 | M7 | ACTIVO | ACTIVO | NO | I1 | A33 | B1 | C1 | D1 | E1 | F1 | G29 | H1 | NaN | NaN | 1.0 | 0.0 | 0.0 | 10153.752369 | 36.3435 | 117.233860 | 109.111897 | 111.090960 | 57.971014 | 58.203213 | 126.271533 | 126.541086 | 2.25 | 18977.031079 | 15.6 | 7.1 | 25.0 | 2.9 |
| 6 | A183 | 2021-10-06 | 446090000.0 | 28180000.0 | 9.017600e+20 | 4.088177e+20 | B24 | C1 | D204071 | I4 | J4 | K25 | L2 | M7 | ACTIVO | ACTIVO | NO | I1 | A33 | B1 | C1 | D1 | E1 | F1 | G29 | H1 | NaN | NaN | 1.0 | 0.0 | 0.0 | 10153.752369 | 36.3435 | 117.233860 | 109.111897 | 111.090960 | 57.971014 | 58.203213 | 126.271533 | 126.541086 | 2.25 | 18977.031079 | 15.6 | 7.1 | 25.0 | 2.9 |
| 7 | A183 | 2021-10-08 | 477361000.0 | 28830000.0 | 9.225600e+20 | 4.182475e+20 | B24 | C1 | D204051 | I4 | J4 | K25 | L2 | M7 | ACTIVO | ACTIVO | NO | I1 | A33 | B1 | C1 | D1 | E1 | F1 | G29 | H1 | NaN | NaN | 0.0 | 0.0 | 0.0 | 10153.752369 | 36.3435 | 117.233860 | 109.111897 | 111.090960 | 57.971014 | 58.203213 | 126.271533 | 126.541086 | 2.25 | 18977.031079 | 11.5 | 8.9 | 15.5 | 5.0 |
| 8 | A183 | 2021-10-08 | 477361000.0 | 29200000.0 | 9.344000e+20 | 4.236152e+20 | B24 | C1 | D204052 | I4 | J4 | K25 | L2 | M7 | ACTIVO | ACTIVO | NO | I1 | A33 | B1 | C1 | D1 | E1 | F1 | G29 | H1 | NaN | NaN | 0.0 | 0.0 | 0.0 | 10153.752369 | 36.3435 | 117.233860 | 109.111897 | 111.090960 | 57.971014 | 58.203213 | 126.271533 | 126.541086 | 2.25 | 18977.031079 | 11.5 | 8.9 | 15.5 | 5.0 |
| 9 | A183 | 2021-10-12 | 392507000.0 | 29210000.0 | 9.347200e+20 | 4.237603e+20 | B24 | C1 | D204050 | I4 | J4 | K25 | L2 | M7 | ACTIVO | ACTIVO | NO | I1 | A33 | B1 | C1 | D1 | E1 | F1 | G29 | H1 | NaN | NaN | 0.0 | 0.0 | 0.0 | 10153.752369 | 36.3435 | 117.233860 | 109.111897 | 111.090960 | 57.971014 | 58.203213 | 126.271533 | 126.541086 | 2.25 | 18977.031079 | 12.8 | 9.3 | 16.7 | 5.6 |
| codigo_producto2 | fecha | stock_disponible_total | cantidad | venta_total_neto | costo_total | id_tipo_factura2 | descripcion_tipo_factura2 | numero_documento2 | cuenta_clave2 | centro_costo_cuenta_clave2 | grado2 | canal2 | canal_sap2 | status | status_2 | estimado | clase_sop2 | descripcion_producto2 | clasificacion2 | linea2 | categoria2 | marca2 | categoria_22 | codigo_activo2 | tipo_mat2 | clase_sop22 | clas_sop32 | cyber_monday | black_friday | es_festivo | ee_comercio | icc | imacec_comercio | imacec_general | imacec_no_minero | imce_comercio | imce_general | ine_alimentos | ine_supermercados | tpm | pib | tavg | tmin | tmax | wspd | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5337 | A334 | 2024-06-01 | 0.0 | 0.0 | 0.000000e+00 | 0.000000e+00 | B1 | NaN | NaN | I1 | J1 | K39 | L2 | M2 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | 0.0 | 0.0 | 0.0 | 10390.991765 | 33.887 | 103.418725 | 104.912695 | 106.853633 | 51.481481 | 43.78396 | 106.419097 | 102.619019 | 5.75 | 16561.768683 | 9.8 | 4.9 | 15.1 | 0.6 |
| 5338 | A334 | 2024-06-01 | 0.0 | 0.0 | 0.000000e+00 | 0.000000e+00 | B1 | NaN | NaN | I2 | J2 | K39 | L2 | M2 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | 0.0 | 0.0 | 0.0 | 10390.991765 | 33.887 | 103.418725 | 104.912695 | 106.853633 | 51.481481 | 43.78396 | 106.419097 | 102.619019 | 5.75 | 16561.768683 | 9.8 | 4.9 | 15.1 | 0.6 |
| 5339 | A334 | 2024-06-01 | 0.0 | 0.0 | 0.000000e+00 | 0.000000e+00 | B1 | NaN | NaN | I1 | J1 | K39 | L1 | M1 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | 0.0 | 0.0 | 0.0 | 10390.991765 | 33.887 | 103.418725 | 104.912695 | 106.853633 | 51.481481 | 43.78396 | 106.419097 | 102.619019 | 5.75 | 16561.768683 | 9.8 | 4.9 | 15.1 | 0.6 |
| 5340 | A334 | 2024-06-01 | 0.0 | 0.0 | 0.000000e+00 | 0.000000e+00 | B1 | NaN | NaN | I2 | J2 | K39 | L2 | M2 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | 0.0 | 0.0 | 0.0 | 10390.991765 | 33.887 | 103.418725 | 104.912695 | 106.853633 | 51.481481 | 43.78396 | 106.419097 | 102.619019 | 5.75 | 16561.768683 | 9.8 | 4.9 | 15.1 | 0.6 |
| 5341 | A334 | 2024-06-01 | 0.0 | 0.0 | 0.000000e+00 | 0.000000e+00 | B1 | NaN | NaN | I1 | J1 | K39 | L1 | M1 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | 0.0 | 0.0 | 0.0 | 10390.991765 | 33.887 | 103.418725 | 104.912695 | 106.853633 | 51.481481 | 43.78396 | 106.419097 | 102.619019 | 5.75 | 16561.768683 | 9.8 | 4.9 | 15.1 | 0.6 |
| 5342 | A334 | 2024-06-01 | 0.0 | 0.0 | 0.000000e+00 | 0.000000e+00 | B1 | NaN | NaN | I2 | J2 | K39 | L2 | M2 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | 0.0 | 0.0 | 0.0 | 10390.991765 | 33.887 | 103.418725 | 104.912695 | 106.853633 | 51.481481 | 43.78396 | 106.419097 | 102.619019 | 5.75 | 16561.768683 | 9.8 | 4.9 | 15.1 | 0.6 |
| 5343 | A361 | 2024-06-05 | 0.0 | 3000000.0 | 4.131000e+20 | 5.050473e+20 | B1 | C2 | D265771 | I18 | J18 | K50 | L3 | M5 | ACTIVO | ACTIVO | NO | I6 | A143 | B1 | C2 | D6 | E6 | F11 | G133 | H2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5344 | A334 | 2024-06-05 | 0.0 | 200000.0 | 2.256000e+19 | 1.561253e+19 | B1 | C2 | D265012 | I1 | J1 | K39 | L2 | M2 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5345 | A334 | 2024-06-12 | 10539000.0 | 200000.0 | 2.256000e+19 | 1.561253e+19 | B1 | C2 | D264339 | I1 | J1 | K39 | L2 | M2 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5346 | A362 | 2024-06-19 | 0.0 | 2980000.0 | 3.278000e+20 | 3.680744e+20 | B1 | C2 | D265772 | I18 | J18 | K50 | L3 | M5 | ACTIVO | ACTIVO | NO | I6 | A144 | B1 | C2 | D6 | E6 | F11 | G134 | H2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
Duplicate rows
Most frequently occurring
| codigo_producto2 | fecha | stock_disponible_total | cantidad | venta_total_neto | costo_total | id_tipo_factura2 | descripcion_tipo_factura2 | numero_documento2 | cuenta_clave2 | centro_costo_cuenta_clave2 | grado2 | canal2 | canal_sap2 | status | status_2 | estimado | clase_sop2 | descripcion_producto2 | clasificacion2 | linea2 | categoria2 | marca2 | categoria_22 | codigo_activo2 | tipo_mat2 | clase_sop22 | clas_sop32 | cyber_monday | black_friday | es_festivo | ee_comercio | icc | imacec_comercio | imacec_general | imacec_no_minero | imce_comercio | imce_general | ine_alimentos | ine_supermercados | tpm | pib | tavg | tmin | tmax | wspd | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 77 | A334 | 2023-03-01 | 0.0 | 0.0 | 0.0 | 0.0 | B1 | C1 | NaN | I1 | J1 | K39 | L1 | M1 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | 0.0 | 0.0 | 0.0 | 12175.836870 | 31.260300 | 123.055246 | 114.117243 | 119.519957 | 44.833333 | 40.549366 | 110.650524 | 106.289051 | 11.25 | 18014.820712 | 16.5 | 13.9 | 33.2 | 3.3 | 93 |
| 85 | A334 | 2023-04-01 | 0.0 | 0.0 | 0.0 | 0.0 | B1 | C1 | NaN | I1 | J1 | K39 | L1 | M1 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | 0.0 | 0.0 | 0.0 | 10070.527981 | 29.287837 | 105.489618 | 106.902903 | 111.307252 | 43.055556 | 41.401995 | 107.459541 | 103.791308 | 11.25 | 16584.234266 | 12.4 | 11.1 | 29.4 | 2.5 | 93 |
| 93 | A334 | 2023-05-01 | 0.0 | 0.0 | 0.0 | 0.0 | B1 | C1 | NaN | I1 | J1 | K39 | L1 | M1 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | 0.0 | 0.0 | 1.0 | 10743.046335 | 28.401400 | 110.444276 | 108.001372 | 112.634418 | 43.956044 | 41.355179 | 102.956966 | 95.316960 | 11.25 | 16584.234266 | 12.2 | 4.6 | 16.6 | 1.8 | 93 |
| 101 | A334 | 2023-06-01 | 0.0 | 0.0 | 0.0 | 0.0 | B1 | C1 | NaN | I1 | J1 | K39 | L1 | M1 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | 0.0 | 0.0 | 0.0 | 9811.477166 | 30.258300 | 98.979239 | 105.055006 | 108.141050 | 44.565217 | 39.491844 | 103.808564 | 99.132709 | 11.25 | 16584.234266 | 12.7 | 8.2 | 18.3 | 1.4 | 93 |
| 109 | A334 | 2023-07-01 | 0.0 | 0.0 | 0.0 | 0.0 | B1 | C1 | NaN | I1 | J1 | K39 | L1 | M1 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | 0.0 | 0.0 | 0.0 | 10162.290103 | 30.313400 | 100.679784 | 102.355933 | 104.662355 | 46.415771 | 41.051467 | 108.383240 | 101.985413 | 10.50 | 16569.308006 | 11.0 | 4.2 | 19.1 | 1.3 | 93 |
| 117 | A334 | 2023-08-01 | 0.0 | 0.0 | 0.0 | 0.0 | B1 | C1 | NaN | I1 | J1 | K39 | L1 | M1 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | 0.0 | 0.0 | 0.0 | 11169.791454 | 28.977900 | 105.194886 | 107.040298 | 110.149319 | 46.557971 | 43.193503 | 104.750214 | 97.705323 | 9.25 | 16569.308006 | 12.9 | 5.8 | 21.8 | 1.1 | 93 |
| 125 | A334 | 2023-09-01 | 0.0 | 0.0 | 0.0 | 0.0 | B1 | C1 | NaN | I1 | J1 | K39 | L1 | M1 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | 0.0 | 0.0 | 0.0 | 10698.386104 | 31.024500 | 99.322139 | 104.960454 | 106.491773 | 47.286822 | 43.375785 | 109.869264 | 103.300242 | 8.75 | 16569.308006 | 12.4 | 10.3 | 14.8 | 1.5 | 93 |
| 133 | A334 | 2023-10-01 | 0.0 | 0.0 | 0.0 | 0.0 | B1 | C1 | NaN | I1 | J1 | K39 | L1 | M1 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | 0.0 | 0.0 | 0.0 | 11406.975520 | 33.116400 | 101.734663 | 108.096280 | 110.474347 | 45.604396 | 43.914509 | 105.285125 | 101.222848 | 8.75 | 18530.780561 | 12.7 | 8.5 | 18.8 | 4.3 | 93 |
| 141 | A334 | 2023-11-01 | 0.0 | 0.0 | 0.0 | 0.0 | B1 | C1 | NaN | I1 | J1 | K39 | L1 | M1 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | 0.0 | 0.0 | 1.0 | 11701.733919 | 33.836500 | 104.127872 | 112.053880 | 115.550725 | 44.767442 | 42.660888 | 102.006596 | 95.705167 | 8.25 | 18530.780561 | 11.9 | 9.4 | 15.9 | 2.8 | 93 |
| 149 | A334 | 2023-12-01 | 0.0 | 0.0 | 0.0 | 0.0 | B1 | C1 | NaN | I1 | J1 | K39 | L1 | M1 | ACTIVO | ACTIVO | OK | I13 | A384 | B2 | C9 | D21 | E10 | F41 | G361 | H3 | J3 | K1 | 0.0 | 0.0 | 0.0 | 12359.998738 | 29.709400 | 127.096272 | 117.385659 | 121.110063 | 46.481481 | 35.678785 | 125.748136 | 125.978437 | 8.50 | 18530.780561 | 16.4 | 11.2 | 23.1 | 5.7 | 93 |